Publications of project Idiap
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2024
| Mitigating Demographic Bias in Face Recognition via Regularized Score Calibration, and , in: IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, IEEE/CVF, 2024 |
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| ProGAP: Progressive Graph Neural Networks with Differential Privacy Guarantees, and , in: The 17th ACM International Conference on Web Search and Data Mining, 2024 |
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2023
| A Bayesian approach to machine learning model comparison, , Idiap-Com-01-2023 |
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| A Geometric Optimal Control Approach for Imitation and Generalization of Manipulation Skills, , , , and , in: Robotics and Autonomous Systems, 2023 |
| A lexical-availability-based framework from short communications for automatic personality identification, , , , and , in: Cognitive Systems Research, 79:126-137, 2023 |
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| A Multitask and Kernel approach for Learning to Push Objects with a Task-Parameterized Deep Q-Network, , , , and , in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), 2023 |
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| A VAE for Transformers with Nonparametric Variational Information Bottleneck, and , in: The Eleventh International Conference on Learning Representations, 2023 |
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| A Virtual Simulation-Pilot Agent for Training of Air Traffic Controllers, , , , and , in: Aerospace, 10(5), 2023 |
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| Affordance segmentation of hand-occluded containers from exocentric images, , , , , and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2023 |
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| An Automatic Speaker Clustering Pipeline for the Air Traffic Communication Domain, , , , , , and , in: Aerospace, 10, 2023 |
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| Approximating Optimal Morphing Attacks using Template Inversion, , and , in: IEEE International Joint Conference on Biometric, 2023 |
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| Approximating Optimal Morphing Attacks using Template Inversion, , and , Idiap-RR-07-2023 |
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| Attacking Face Recognition with T-shirts: Database, Vulnerability Assessment and Detection, and , Idiap-RR-08-2023 |
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| Automatic identification of storytelling responses to past‐behavior interview questions via machine learning, , , , , and , in: International Journal of Selection and Assessment, 2023 |
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| Automatic Speech Recognition and Understanding for Radar Label Maintenance Support Increases Safety and Reduces Air Traffic Controllers’ Workload, , , , , , , , , , , and , in: Fifteenth USA/Europe Air Traffic Management Research and Development Seminar (ATM2023), Eurocontrol (Europe), FAA (U.S.), Savannah, Georgia, USA, 2023 |
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| Benefits of Max Pooling in Neural Networks: Theoretical and Experimental Evidence, , and , in: Transactions on Machine Learning Research, 2023 |
| BERTraffic: BERT-based Joint Speaker Role and Speaker Change Detection for Air Traffic Control Communications, , , , , , and , in: 2023 IEEE Spoken Language Technology Workshop (SLT), IEEE, 2023 |
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| Black-box Attacks on Image Activity Prediction and its Natural Language Explanations, , and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), 2023 |
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| BLESS: Benchmarking Large Language Models on Sentence Simplification, , , , , , and , in: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, Singapore, 2023 |
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| Bridging the Gap: Heterogeneous Face Recognition with Conditional Adaptive Instance Modulation, and , in: IJCB, 2023 |
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| Bridging the Gap: Heterogeneous Face Recognition with Conditional Adaptive Instance Modulation, and , Idiap-RR-09-2023 |
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| Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding, and , in: Interspeech 2023, 2023 |
| Can Language Models Learn Analogical Reasoning? Investigating Training Objectives and Comparisons to Human Performance, and , in: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, Singapore, Association for Computational Linguistics, 2023 |
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| Can Self-Supervised Neural Representations Pre-Trained on Human Speech distinguish Animal Callers?, and , in: Proceedings of Interspeech, 2023 |
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| Characterizing Swiss Alpine Lakes: from Wikipedia to Citizen Science, and , in: ACM Journal on Computing and Sustainable Societies, 2023 |
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| ChildPlay: A New Benchmark for Understanding Children's Gaze Behaviour, , and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023 |
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| Claim-Dissector: An Interpretable Fact-Checking System with Joint Re-ranking and Veracity Prediction, , and , in: Association for Computational Linguistics, Findings of the Association for Computational Linguistics: ACL 2023:10184–10205, 2023 |
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| Combating COVID-19 with charisma: Evidence on governor speeches in the United States, , , , , , and , in: The Leadership Quarterly, 2023 |
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| CommonAccent: Exploring Large Acoustic Pretrained Models for Accent Classification Based on Common Voice, , , and , in: Proc. Interspeech 2023, 2023 |
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| Complex Daily Activities, Country-Level Diversity, and Smartphone Sensing: A Study in Denmark, Italy, Mongolia, Paraguay, and UK, , , , , , , , , , , , , , , , , , , , , and , in: Proceedings of the 2023 ACM CHI Conference on Human Factors in Computing Systems (CHI), Association for Computing Machinery, 2023 |
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| Coordinated Multi-Robot Shared Autonomy Based on Scheduling and Demonstrations, , , , , , , and , in: IEEE Robotics and Automation Letters, 8(12):8335 - 8342, 2023 |
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| Customization of Automatic Speech Recognition Engines for Rare Word Detection Without Costly Model Re-Training, , , , , , and , in: Proc. 13th SESAR Innovation Days, Seville, Spain, 2023 |
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| Demonstration-guided Optimal Control for Long-term Non-prehensile Planar Manipulation, , , and , in: Proc. IEEE Intl Conf. on Robotics and Automation (ICRA), 2023 |
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| Development and comparison of adaptive data-driven models for thermal comfort assessment and control, , , , , and , in: Total Environment Research Themes, 8, 2023 |
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| Development of 3D-printed Patient-Specific Anatomical Braces (PSAB) for Distal Radius and Scaphoid Fractures, , , , , , and , in: Journal of wrist Surgery, 2023 |
| Diffusion transformer for adaptive text-to-speech, and , in: Proc. 12th ISCA Speech Synthesis Workshop (SSW 12), 2023 |
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| Diversity and neocolonialism in Big Data research: Avoiding extractivism while struggling with paternalism, , , , , , and , in: Big Data & Society, 2023 |
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| Document-level Text Simplification with Coherence Evaluation, , , and , in: Proceedings of the Second Workshop on Text Simplification, Accessibility and Readability, 2023 |
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| EFaR 2023: Efficient Face Recognition Competition, , , , and , in: IEEE International Joint Conference on Biometrics (IJCB 2023), 2023 |
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| Effectiveness of Text, Acoustic, and Lattice-based representations in Spoken Language Understanding tasks, , , , , , , , and , in: Proceedings of the 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, 2023 |
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| Efficient compressed sensing reconstruction for 3D fluorescence microscopy using OptoMechanical Modulation Tomography (OMMT) with a 1+2D regularization, and , in: Optics Express, 31(20):31718-31733, 2023 |
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| Efficient Grapevine Structure Estimation in Vineyards Conditions, , , and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision, Paris, pages 712--720, 2023 |
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| Enhancing user acceptance in automated systems with human-centric lighting: the role of visual comfort, personality, and preference, , , , , , , and , in: CISBAT 2023 International scientific conference on the Built Environment in Transition, 2023 |
| ESLAM: Efficient Dense SLAM System Based on Hybrid Representation of Signed Distance Fields, , and , in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition (CVPR), 2023 |
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| Examining European Press Coverage of the Covid-19 No-Vax Movement: An NLP Framework, and , in: 2nd ACM International Workshop on Multimedia AI against Disinformation (MAD '23), June 12, 2023, Thessaloniki, Greece, 2023 |
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| Few-shot Dysarthric Speech Recognition with Text-to-Speech Data Augmentation, and , in: Proceedings of Interspeech, pages 156-160, 2023 |
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| Framing the News: From Human Perception to Large Language Model Inferences, and , in: International Conference on Multimedia Retrieval (ICMR '23), June 12--15, 2023, Thessaloniki, Greece, 2023 |
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| From Nano to Macro: An overview of the IEEE Bio Image and Signal Processing Technical Committee, , , , , , , , and , in: IEEE Signal Processing Magazine, 40(4):61-71, 2023 |
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| GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation, , , and , in: 32nd USENIX Security Symposium (USENIX Security 23), 2023 |
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| Generalizable Automatic Classification of Sleep Stages, , Idiap-Com-02-2023 |
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| Geometric Algebra for Optimal Control with Applications in Manipulation Tasks, and , in: IEEE Transactions on Robotics, 2023 |
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| Graph2Speak: Improving Speaker Identification using Network Knowledge in Criminal Conversational Data, , , and , Idiap-RR-01-2023 |
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| How Does Pre-trained Wav2Vec 2.0 Perform on Domain-Shifted ASR? An Extensive Benchmark on Air Traffic Control Communications, , , , , , , , and , in: 2023 IEEE Spoken Language Technology Workshop (SLT), IEEE, 2023 |
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| How spatio-temporal resolution impacts urban energy calibration, , , , , and , in: Energy and Buildings, 2023 |
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| HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition, , , and , in: Proc. Interspeech 2023, Ireland, 2023 |
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| HyperMixer: An MLP-based Low Cost Alternative to Transformers, , , , , , and , in: Proc. of the 61st Annual Meeting of the Association for Computational Linguistics, Association for Computational Linguistics, Toronto, Canada, pages 15632-15654, 2023 |
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| Idiap Scientific Report 2022, , , , , , , , , , , , , , , , , and , Idiap-RR-05-2023 |
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| Implementing contextual biasing in GPU decoder for online ASR, , , , , , and , Idiap-RR-02-2023 |
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| Implementing contextual biasing in GPU decoder for online ASR, , , , , , and , in: Proc. Interspeech 2023, 2023 |
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| Integrated transcriptome landscape of ALS identifies genome instability linked to TDP-43 pathology, , , , , , , , , , , , , and , in: Nature Communications, 2023 |
| Intelligent Technologies: Concepts, Applications, and Future Directions, Volume 2, and , Springer, volume 1098, 2023 |
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| Keep Sensors in Check: Disentangling Country-Level Generalization Issues in Mobile Sensor-Based Models with Diversity Scores, , , and , in: Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society, 2023 |
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| Learning and Optimization of Anticipatory Feedback Controllers for Robot Manipulation, , École Polytechnique Fédérale de Lausanne, 2023 |
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| Learning Joint Space Reference Manifold for Reliable Physical Assistance, , , , , and , in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), 2023 |
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| Modeling Structured Data in Attention-based Models, , EPFL, 2023 |
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| Multi-image deconvolution of thermal images with a boundary condition weighting scheme, , , , and , in: Target and Background Signatures IX, International Society for Optics and Photonics, Amsterdam, pages 149-158, SPIE, 2023 |
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| Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews, , , and , Idiap-RR-03-2023 |
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| Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews, , , and , in: Proceedings of Interspeech, 2023 |
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| Novel Methods For Detection And Analysis Of Atypical Aspects In Speech, , École Polytechnique Fédérale de Lausanne, 2023 |
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| On Interventional Probing in High Dimensions: An NLI Case Study, , , and , in: Findings of the 17th European Chapter of the Association for Computational Linguistics, 2023 |
| On matching data and model in LF-MMI-based dysarthric speech recognition, , École polytechnique fédérale de Lausanne, 2023 |
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| PAAQ: Paired Alternating AcQuisitions for Virtual High Frame Rate Multichannel Cardiac Fluorescence Microscopy, , , and , in: Biological Imaging:1-26, 2023 |
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| Parameter-Efficient Tuning With Adaptive Bottlenecks For Automatic Speech Recognition, , , , , and , in: Proc. of the IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU'23, 2023 |
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| Periscope: A Robotic Camera System to Support Remote Physical Collaboration, , , , and , in: Proceedings of the ACM on Human Computer Interaction, 2023 |
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| Practical computational imaging by use of spatiotemporal light modulation: from simulations to applications in biological microscopy, , EPFL, 2023 |
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| Privacy-Preserving Machine Learning on Graphs, , EPFL, 2023 |
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| Programming industrial robots from few demonstrations., , in: Human-Robot Collaboration: Unlocking the potential for industrial applications, pages 9-37, Institution of Engineering and Technology (IET), 2023 |
| Quantified Canine: Inferring Dog Personality From Wearables, , , , , and , in: Proceedings of the 2023 ACM CHI Conference on Human Factors in Computing Systems (CHI) 2023, Association for Computing Machinery, 2023 |
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| Reactive Anticipatory Robot Skills with Memory, , and , in: Robotic Research, pages 436-451, Springer, 2023 |
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| Referencing in YouTube Knowledge Communication Videos, and , in: ACM International Conference on Interactive Media Experiences (IMX '23), June 2023, Nantes, France, 2023 |
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| Representing Robot Geometry as Distance Fields: Applications to Whole-body Manipulation, , , and , in: Idiap-Internal-RR-39-2023, 2023 |
| RNA at a breaking point? Cytoplasmic cleavage and other post-transcriptional RNA processing in neurodevelopment and disease, , and , in: Frontiers in Molecular Neuroscience, 2023 |
| Robust Execution of Assembly Policies Using a Pose Invariant Task Representation, , , , , and , in: 20th International Conference on Ubiquitous Robots (UR), Honolulu, HI, USA, IEEE, 2023 |
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| Situated Participatory Design: A Method for In Situ Design of Robotic Interaction with Older Adults, , and , in: CHI '23: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023 |
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| SoftGPT: Learn Goal-oriented Soft Object Manipulation Skills by Generative Pre-trained Heterogeneous Graph Transformer, , , and , in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), 2023 |
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| Sparse Autoencoders for Speech Modeling and Recognition, , École polytechnique fédérale de Lausanne, 2023 |
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| SynthDistill: Face Recognition with Knowledge Distillation from Synthetic Data, , and , in: IEEE International Joint Conference on Biometrics (IJCB 2023), 2023 |
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| Tensor Train for Global Optimization Problems in Robotics, , , and , in: International Journal of Robotics Research:25, 2023 |
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| Text Representation Learning for Low Cost Natural Language Understanding, , École polytechnique fédérale de Lausanne, 2023 |
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| The Idiap Speech Synthesis System for the Blizzard Challenge 2023, , , and , in: Proc. 18th Blizzard Challenge Workshop, 2023 |
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| The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation, and , in: Findings of EMNLP 2023, 2023 |
| The predicted RNA-binding protein regulome of axonal mRNAs, , , and , in: Genome Research, 2023 |
| The rise of artificial intelligence reading of chest X-rays for enhanced TB diagnosis and elimination, , , , , , , , and , in: The International Journal of Tuberculosis and Lung Disease, 27(5):367--372, 2023 |
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| The Suisse Romande Local News Dataset, and , Idiap-Com-03-2023 |
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| The Unconstrained Ear Recognition Challenge 2023: Maximizing Performance and Minimizing Bias, and , in: IEEE International Joint Conference on Biometrics (IJCB 2023), 2023 |
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| Toward responsible face datasets: modeling the distribution of a disentangled latent space for sampling face images from demographic groups, , and , in: IEEE International Joint Conference on Biometrics, 2023 |
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| Towards Smart Pruning: ViNet, a Deep-Learning Approach for Grapevine Structure Estimation, , , and , in: Computers and Electronics in Agriculture, 207:107736, 2023 |
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| Understanding the Social Context of Eating with Multimodal Smartphone Sensing: The Role of Country Diversity, , and , in: 25th ACM International Conference on Multimodal Interaction, 2023 |
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| Urban Crowdsourcing Platforms across the World: A Systematic Review, and , in: ACM Digital Government: Research and Practice, 2023 |
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| Using Commercial ASR Solutions to Assess Reading Skills in Children: A Case Report, , , , , and , in: Proceedings of Interspeech, pages 4573-4577, 2023 |
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| Validating Automatic Speech Recognition and Understanding for Pre-Filling Radar Labels-Increasing Safety While Reducing Air Traffic Controllers' Workload, , , , , , , and , in: Aerospace, 10(6):538, 2023 |
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| Verification of PyDHN - a Python library for the thermo-hydraulic simulation of district heating networks - through the DESTEST, , and , in: Building Simulation 2023, 2023 |
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| VP-STO: Via-point-based Stochastic Trajectory Optimization for Reactive Robot Behavior, , , and , Idiap-RR-04-2023 |
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| VP-STO: Via-point-based Stochastic Trajectory Optimization for Reactive Robot Behavior, , , and , in: Proc. IEEE International Conference on Robotics and Automation (ICRA), 2023 |
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| Vulnerability of Automatic Identity Recognition to Audio-Visual Deepfakes, , , and , in: IEEE International Joint Conference on Biometrics, 2023 |
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| Whole-Body Ergodic Exploration with a Manipulator Using Diffusion, , and , in: IEEE Robotics and Automation Letters, 8(12), 2023 |
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2022
| A Comprehensive Evaluation on Multi-channel Biometric Face Presentation Attack Detection, , and , Idiap-RR-02-2022 |
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| A Modular Multimodal Architecture for Gaze Target Prediction: Application to Privacy-Sensitive Settings, , and , in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022 |
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| A surrogate gradient spiking baseline for speech command recognition, and , in: Frontiers in Neuroscience, 2022 |
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| A Systems Approach Towards Remote Health-Monitoring in Older Adults: Introducing a Zero-Interaction Digital Exhaust, , , , , , , , , , , , and , in: npj Digital Medicine, 5(Article 116), 2022 |
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| A two-step approach to leverage contextual data: speech recognition in air-traffic communications, , , , and , in: Proc. of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 |
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| A Variational AutoEncoder for Transformers with Nonparametric Variational Information Bottleneck, and , in: arxiv, 2022 |
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| Active Learning by Feature Mixing, , , , , and , in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022 |
| Adjustable Deterministic Pseudonymization of Speech, , and , in: Computer, Speech & Language, 72, 2022 |
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| Adversarial-free speaker identity-invariant representation learning for automatic dysarthric speech classification, and , in: Annual Conference of the International Speech Communication Association, 2022 |
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| An anomaly detection approach for backdoored neural networks: face recognition as a case study, and , Idiap-RR-08-2022 |
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| An anomaly detection approach for backdoored neural networks: face recognition as a case study, and , in: 21st International Conference of the Biometrics Special Interest Group (BIOSIG 2022), Darmstadt, Germany, 2022 |
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| An Empirical Comparison of Semantic Similarity Methods for Analyzing down-streaming Automatic Minuting task, , , , and , in: Pacific Asia Conference on Language, Information and Computation (PACLIC 36), In ACL Anthology Proceedings, 2022 |
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| An End-to-End Multilingual System for Automatic Minuting of Multi-Party Dialogues, , , and , in: Pacific Asia Conference on Language, Information and Computation (PACLIC 36) , In proceedings of ACL Anthology, 2022 |
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| An exploratory interplay between daylight, general and task lighting for visual comfort and electricity savings in a personal office space, , , , , , and , in: Proceedings of ISES and IEA SHC International Conference on Solar Energy for Buildings and Industry, Kassel, Germany, 2022 |
| Applying Attention Based Models for Detecting Cognitive Processes and Mental Health Conditions, , , and , Idiap-RR-01-2022 |
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| Are GAN-based Morphs Threatening Face Recognition?, , , and , in: International Conference on Acoustics, Speech and Signal Processing, 2022 |
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| Assessing the communication gap between AI models and healthcare professionals: explainability, utility and trust in AI-driven clinical decision-making, , , , , , and , in: Artificial Intelligence, 2022 |
| Autoencoders Reloaded, and , in: Springer Biological Cybernetics, 2022 |
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| Automatic Minuting: A Pipeline Method for Generating Minutes, , , and , in: Pacific Asia Conference on Language, Information and Computation (PACLIC 36), In proceedings of ACL Anthology, 2022 |
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| Automatic pathological speech assessment, , École polytechnique fédérale de Lausanne, 2022 |
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| Automatic Summarization for Creative Writing: Denoising Auto-Encoder based Pipeline Method for Generating Summary of Movie Scripts, , , , and , in: Automatic Summarization for Creative Writing, International Conference on Computational Linguistics (COLING 2022), 2022 |
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| Bayesian Recurrent Units and the Forward Backward Algorithm, and , in: Proc. Interspeech 2022, pages 4137-4141, 2022 |
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| Bio-Medical Multi-label Scientific Literature Classification using LWAN and Dual-attention module, , , , and , in: PACIFIC ASIA CONFERENCE ON LANGUAGE, INFORMATION AND COMPUTATION (PACLIC 2022), In Proceedings of ACL Anthology, 2022 |
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| Biomarker identification using dynamic time warping analysis: a longitudinal cohort study of COVID-19 patients in a UK tertiary hospital, , , , , and , in: BMJ Open, 2022 |
| Borrowing from yourself: Faster future video segmentation with partial channel update, and , in: International Conference on Pattern Recognition, 2022 |
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| Case-Based Abductive Natural Language Inference, , and , in: Proceedings of the 29th International Conference on Computational Linguistics, 2022 |
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| Claim-Dissector: An Interpretable Fact-Checking System with Joint Re-ranking and Veracity Prediction, , and , Idiap-Com-03-2022 |
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| Classifying the Social Media Author Profile Through a Multimodal Representation, , , and , in: Intelligent Technologies: Concepts, Applications, and Future Directions. Studies in Computational Intelligence, Springer, 2022 |
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| Comparison of 5 methods for the evaluation of intelligibility in mild to moderate French dysarthric speech, , , , , , , , , and , in: Annual Conference of the International Speech Communication Association, pages 2188-2192, 2022 |
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| Conversational Speech Recognition Needs Data? Experiments with Austrian German, , , and , in: Proceedings of the 13th Language Resources and Evaluation Conference, European Language Resources Association, pages 4684--4691, 2022 |
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| Custom attribution loss for improving generalization and interpretability of deepfake detection, , and , in: International Conference on Acoustics, Speech, and Signal Processing, 2022 |
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| Data Privacy Concerns as a Source of Resistance to Complete Mobile Data Collection Tasks via a Smartphone App, , , , and , in: Journal of Survey Statistics and Methodology, 2022 |
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| Decomposing Natural Logic Inferences for Neural NLI, , , , and , in: BlackBoxNLP: Workshop on analyzing and interpreting neural networks for NLP, 2022 |
| DHgeN: Automated Generation of District Heating Network Layouts for Feasibility Studies, and , in: -, 2022 |
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| Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-Hop Inference, , , , and , in: Transactions of the Association for Computational Linguistics, 2022 |
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| Differentiation of motor speech disorders through the seven deviance scores from MonPaGe-2.0.s, , and , in: Brain Sciences, 12(11):1471-1487, 2022 |
| digital ECMT cancer trial matching tool, an open source research application to support oncologists in the identification of precision medicine clinical trials,, , and , in: JCO Clinical Cancer Informatics, 2022 |
| Domain-Specific Adaptation of CNN for Detecting Face Presentation Attacks in NIR, , , , , , , and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2022 |
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| drozBot: Using Ergodic Control to Draw Portraits, , and , in: IEEE Robotics and Automation Letters:7, 2022 |
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| EBMs vs. CL: Exploring Self-Supervised Visual Pretraining for Visual Question Answering, , , , and , in: arXiv, 2022 |
| Efficient Training of Low-Curvature Neural Networks, , , and , in: NeurIPS 2022, 2022 |
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| End-to-end Accented Speech Recognition, , and , Idiap-RR-04-2022 |
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| Ergodic Exploration using Tensor Train: Applications in Insertion Tasks, , and , in: IEEE Transactions on Robotics, 38(2):906--921, 2022 |
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| Establishment of CORONET, COVID-19 Risk in Oncology Evaluation Tool, to Identify Cancer Patients at Low Versus High Risk of Severe Complications of COVID-19 Infection Upon Presentation to Hospital, , , and , in: Clinical Cancer Informatics, 2022 |
| Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD Generalization, , , and , in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022 |
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| Expanded Lattice Embeddings for Spoken Document Retrieval on Informal Meetings, , , , and , Idiap-RR-06-2022 |
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| Expanded Lattice Embeddings for Spoken Document Retrieval on Informal Meetings, , , , and , in: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, ACM, 2022 |
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| Experimental investigation on STFT phase Representations for deep learning-based dysarthric speech detection, and , in: International Conference on Acoustics, Speech, and Signal Processing, 2022 |
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| Face Anthropometry Aware Audio-visual Age Verification, and , in: ACM Multimedia, 2022 |
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| Fairness Index Measures to Evaluate Bias in Biometric Recognition, and , in: International Conference on Pattern Recognition Workshops, 2022 |
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| From Key Positions to Optimal Basis Functions for Probabilistic Adaptive Control, , and , in: IEEE Robotics and Automation Letters, 2022 |
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| Generalization and Personalization of Mobile Sensing-Based Mood Inference Models: An Analysis of College Students in Eight Countries, , , , , , , , , , , , , , , , , , , , , , , , , , and , in: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 6(4), 2022 |
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| GeoNeRF: Generalizing NeRF with Geometry Priors, , and , in: Proceedings of the IEEE international conference on Computer Vision and Pattern Recognition (CVPR), 2022 |
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| Grammar Based Speaker Role Identification for Air Traffic Control Speech Recognition, , , , , , and , in: 12th SESAR Innovation Days, 2022 |
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| Graph Refinement for Coreference Resolution, and , in: Findings of Association for >Computational Linguistics: ACL 2022, 2022 |
| Health Talk: Understanding Practices of Popular Professional YouTubers, , , , and , in: Int. Conf. on Mobile and Ubiquitous Multimedia, 2022 |
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| Health Talk: Understanding Practices of Popular Professional YouTubers, , , , and , in: Proceedings of the 21st International Conference on Mobile and Ubiquitous Multimedia, 2022 |
| Hierarchical Multi-task learning framework for Isometric-Speech Language Translation, , , and , in: ACL, 2022 |
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| HMIST: Hierarchical Multilingual Isometric Speech Translation using Multi-Task Learning Framework for Automatic Dubbing, , , and , in: PACIFIC ASIA CONFERENCE ON LANGUAGE, INFORMATION AND COMPUTATION (PACLIC 2022), In Proceedings of ACL Anthology, 2022 |
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| How Did Europe’s Press Cover Covid-19 Vaccination News? A Five-Country Analysis, and , in: MAD '22: Proceedings of the 1st International Workshop on Multimedia AI against Disinformation, 2022 |
[DOI] [URL] |
| Hybrid Autoregressive Inference for Scalable Multi-hop Explanation Regeneration, , , and , in: Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022 |
| HyperMixer: An MLP-based Green AI Alternative to Transformers, , , , , , and , in: arxiv, 2022 |
| ID and OOD performance are sometimes inversely correlated on real-world datasets, , , and , in: arXiv, 2022 |
| Identification of existing tools and workflows for solar neighborhood planning, , , , , , , , , , , , , , , , , , , , , , , , , , , , and , in: SHC Task 63: Solar Neighborhood Planning, Subtask C: Solar Planning Tools, IEA, 2022 |
[DOI] |
| IDIAP Submission@LT-EDI-ACL2022 : Hope Speech Detection for Equality, Diversity and Inclusion, and , in: ACL, 2022 |
|
| IDIAP Submission@LT-EDI-ACL2022: Detecting Signs of Depression from Social Media Text, and , in: ACL, 2022 |
|
| IDIAP Submission@LT-EDI-ACL2022: Homophobia/Transphobia Detection in social media comments, and , in: ACL Proceedings, 2022 |
|
| IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach, , , , , , and , Idiap-RR-13-2022 |
|
| IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach, , , , , , and , in: The 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE @ EMNLP 2022), 2022 |
[URL] |
| IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model, , , , , , and , Idiap-RR-12-2022 |
|
| IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model, , , , , , and , in: The 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE @ EMNLP 2022), 2022 |
[URL] |
| IDIAP_TIET@LT-EDI-ACL2022 : Hope Speech Detection in Social Media using Contextualized BERT with Attention Mechanism, , and , in: ACL, 2022 |
|
| Imitation of Manipulation Skills Using Multiple Geometries, , , and , in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), 2022 |
|
| Innovators@SMM4H'22: An Ensembles Approach for self-reporting of COVID-19 Vaccination Status Tweets, , , , and , in: International Conference on Computational Linguistics (COLING 2022), 2022 |
|
| Innovators@SMM4H'22: An Ensembles Approach for Stance and Premise Classification of COVID-19 Health Mandates Tweets, , , , and , in: International Conference on Computational Linguistics (COLING 2022), 2022 |
| Integrating daylight with general and task lighting: A longitudinal in-the-wild study in individual and open space working areas, , , , , , and , in: Solar Energy Advances, 2, 2022 |
[DOI] [URL] |
| Learning from Demonstration using Products of Experts: Applications to Manipulation and Task Prioritization, , and , in: International Journal of Robotics Research, 41(2):163-188, 2022 |
|
| Learning to Guide Online Multi-Contact Receding Horizon Planning, , , , , and , in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), 2022 |
| Leveraging Events Sub-Categories for Violent-Events Detection in Social Media, , and , in: Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022), 2022 |
[URL] |
| Local estimation of parametric point spread functions in thermal images via convolutional neural networks, , , and , in: SPIE sensors + imaging, Target and Background Signatures VIII, Berlin, Germany, pages 1227009 1--8, SPIE, 2022 |
[DOI] [URL] |
| Mechanical Artifacts in Optical Projection Tomography: Classification and Automatic Calibration, , , , and , in: Opt. Continuum, 1(12):2577--2589, 2022 |
[DOI] |
| Memory of Motion for Initializing Optimization in Robotics, , École Polytechnique Fédérale de Lausanne, 2022 |
|
| Meta-analysis of the amyotrophic lateral sclerosis spectrum uncovers genome instability, , , , , , , , , , , and , in: BioRxiv, 2022 |
| Modeling and Optimal Control of the Open Torque-Controlled Quadruped Robot Solo-12, , Idiap-Com-02-2022 |
|
| Multilingual Extraction and Categorization of Lexical Collocations with Graph-aware Transformers, , , , and , in: Proceedings of the 11th Joint Conference on Lexical and Computational Semantics, Seattle, USA, pages 89–100, 2022 |
|
| Multimodality for NLP-Centered Applications: Resources, Advances and Frontiers, , , and , in: International Conference on Language Resources and Evaluation (LREC 2022), 2022 |
|
| Natural Language Processing in Healthcare, , , , and , Taylor & Francis Groups, 2022 |
[DOI] [URL] |
| On the detection of morphing attacks generated by GANs, and , Idiap-RR-07-2022 |
|
| On the detection of morphing attacks generated by GANs, and , in: 21st International Conference of the Biometrics Special Interest Group (BIOSIG 2022), 2022 |
|
| Passive Bimanual Skills Learning from Demonstration with Motion Graph Attention Networks, , , , and , in: IEEE Robotics and Automation Letters (RA-L), 7(2):4917-4923, 2022 |
| Patient Attrition in Molecular Tumour Boards: A Systematic Review, , , , , and , in: British Journal of Cancer, 2022 |
| Perceptual classification of motor speech disorders: the role of severity, speech task, and listener's expertise, , , and , in: Journal of Speech, Language, and Hearing Research, 2022 |
| PERFECT: Prompt-free and Efficient Few-shot Learning with Language Models, , , , , , and , in: ACL, 2022 |
|
| Physiological intron retaining transcripts in the cytoplasm abound during human motor neurogenesis, , , , , , , , and , in: Genome Research, 2022 |
| Planning and control of robot manipulation tasks, , Idiap-Com-01-2022 |
|
| Pre-training Data Quality and Quantity for a Low-Resource Language: New Corpus and BERT Models for Maltese, , , , and , in: Proceedings of the workshop on Deep Learning for Low-Resource NLP, 2022 |
[URL] |
| Predicting is not understanding: Recognizing and addressing underspecification in machine learning, , and , in: European Conference on Computer Vision, pages 458-476, Springer, 2022 |
| Prepended Domain Transformer: Heterogeneous Face Recognition without Bells and Whistles, , and , in: IEEE Transactions on Information Forensics and Security, 2022 |
|
| Pulmonary Tuberculosis Screening from Radiological Signs on Chest X-Ray Images Using Deep Models, , and , in: Union World Conference on Lung Health, The Union, 2022 |
| Ranking parameters in urban energy models for various building forms and climates using sensitivity analysis, , , and , in: Building Simulation, 2022 |
[DOI] |
| Reactive Anticipatory Robot Skills with Memory, , and , in: The International Symposium on Robotics Research, 2022 |
|
| Readback Error Detection by Automatic Speech Recognition and Understanding -- Results of HAAWAII Project for Isavia’s Enroute Airspace, , , , , , , , , and , in: 11th SESAR Innovation Days, SESAR, pages 9, 2022 |
|
| Reasoning over vision and language: Exploring the benefits of supplemental knowledge, , , and , in: arXiv, 2022 |
| Response Burden and Dropout in a Probability-Based Online Panel Study – A Comparison between an App and Browser-Based Design, , , , and , in: Journal of Official Statistics, 2022 |
[DOI] [URL] |
| Robot Cooking with Stir-fry: Bimanual Non-prehensile Manipulation of Semi-fluid Objects, , , , , , and , in: IEEE Robotics and Automation Letters (RA-L), 7(2):5159-5166, 2022 |
|
| Robust Face Presentation Attack Detection with Multi-channel Neural Networks, and , Idiap-RR-03-2022 |
|
| Robust Unsupervised Gaze Calibration using Conversation and Manipulation Attention Priors, and , in: ACM Transactions on Multimedia Computing, Communications, and Applications, 18(1):26, 2022 |
[DOI] [URL] |
| Saving energy by maximising daylight and minimising the impact on occupants: an automatic lighting system approach, , , , , , , and , in: Energy and Buildings, 2022 |
[DOI] |
| SelecMix: Debiased Learning by Contradicting-pair Sampling, , , , , , and , in: Advances in Neural Information Processing Systems, 2022 |
| SelecMix: Debiased Learning by Mixing up Contradicting Pairs, , , , , , and , in: ICML Workshop on Spurious Correlations, Invariance and Stability, 2022 |
| Sensing Eating Events in Context: A Smartphone-Only Approach, , , , , and , in: IEEE Access, 10, 2022 |
[DOI] [URL] |
| Shallow Discourse Parsing for Open Information Extraction and Text Simplification, , and , in: 3rd Workshop on Computational Approaches to Discourse (CODI) @ COLING, 2022 |
| SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages, , , , , and , in: The 2022 Conference on Empirical Methods in Natural Language Processing, 2022 |
|
| Social Robot Co-Design Canvases: A Participatory Design Framework, , , and , in: ACM Transactions on Human-Robot Interaction, 11(1), 2022 |
[DOI] [URL] |
| SPARSE AUTOENCODERS TO ENHANCE SPEECH RECOGNITION, and , Idiap-RR-10-2022 |
|
| Speech and Natural Language Processing Technologies for Pseudo-Pilot Simulator, , , , , and , in: 12th SESAR Innovation Days, 2022 |
|
| SPEECH MODELING USING SPARSE AUTOENCODERS, and , Idiap-RR-11-2022 |
|
| State-of-the-art retinal vessel segmentation with minimalistic models, , , , , and , in: Nature Scientific Reports, 12(6174), 2022 |
[DOI] |
| Stop Wasting my FLOPS: Improving the Efficiency of Deep Learning Models, , École Polytechnique Fédérale de Lausanne, 2022 |
[DOI] |
| Symmetry-induced Disentanglement on Graphs, , and , in: Advances in Neural Information Processing Systems 35, 2022 |
| Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective, , , , and , in: Findings of the ACL, 2022 |
| TextGraphs 2022 Shared Task on Natural Language Premise Selection, , , , and , in: Proceedings of TextGraphs-16: Graph-based Methods for Natural Language Processing, 2022 |
[URL] |
| The RNA Binding proteome of axonal mRNAs in sympathetic neurons, , and , in: BioRxiv, 2022 |
| To be or not to be an Integer? Encoding Variables for Mathematical Text, , , , and , in: Findings of the ACL, 2022 |
| Towards Accessible Sign Language Learning and Assessment, , , and , in: ACM International Conference on Multimodal Interaction, 2022 |
[DOI] |
| Towards Automatic Prediction of Non-Expert Perceived Speech Fluency Ratings, , , and , in: ACM International Conference on Multimodal Interaction (ICMI Companion), 2022 |
[DOI] |
| Towards energy hubs: an innovative Geographic Information System based approach for cluster definition, , , and , in: ICREC 2022 Conference Proceedings, 2022 |
| Towards Lifelong Human Assisted Speaker Diarization, , , , , , , , , , , , and , in: Computer Speech & Language, 2022 |
[DOI] [URL] |
| Transformers and the representation of biomedical background knowledge, , , , , and , in: Computational Linguistics, 2022 |
| Two Simple and Domain-independent Approaches for Early Detection of Anorexia, , , and , in: Early Detection of Mental Health Disorders by Social Media Monitoring: The First Five Years of the eRisk Project, pages 159-182, Springer International Publishing, 2022 |
[DOI] [URL] |
| UNSL at eRisk 2022: Decision policies with history for early classification, , , and , in: CEUR Workshop Proceedings, 2022 |
[URL] |
| Unsupervised Voice Activity Detection by Modeling Source and System Information using Zero Frequency Filtering, , and , in: Proceedings of Interspeech, 2022 |
|
| Using synthetic fingerprint images to test the performance of an AFIS system, , Université de Lausanne, 2022 |
|
| Vision-Language Pretraining: Current Trends and the Future, , and , in: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts, 2022 |
[URL] |
| Visually Grounded Interpretation of Noun-Noun Compounds in English, , , and , in: Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics, Association for Computational Linguistics, 2022 |
| Voyager: Data Discovery for Onboarding in Data Science, , , and , in: 37th IEEE International Conference on Data Engineering (ICDE), 2022 |
| Wave comparisons of clinical characteristics and outcomes of COVID-19 admissions - Exploring the impact of treatment and strain dynamics, , , , , , and , in: Journal of Clinical Virology, 2022 |
| What Do Compressed Multilingual Machine Translation Models Forget?, , , , , and , in: The 2022 Conference on Empirical Methods in Natural Language Processing, 2022 |
|
| Why Scholars Are Diagramming Neural Network Models, , and , in: 13th International Conference on the Theory and Application of Diagrams, 2022 |
| Your Day in Your Pocket: Complex Activity Recognition from Smartphone Accelerometers, , and , in: EAI Pervasive Health, 2022 |
|
2021
| A Bayesian Approach to Recurrence in Neural Networks, and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 43(8):2527--2537, 2021 |
[DOI] |
| A Bayesian Interpretation of the Light Gated Recurrent Unit, and , in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, 2021 |
[DOI] |
| A Comparative Study Of Simulation Tools To Model The Solar Irradiation On Building Façades, , , , , , , , , , , , , , , and , in: Proceedings of SWC 2021: ISES Solar World Congress, ISES, 2021 |
[DOI] [URL] |
| A COMPARISON OF METHODS FOR OOV-WORD RECOGNITION ON A NEW PUBLIC DATASET, , and , in: 2021 IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE Signal Processing Society, Toronto, Ontario, Canada, 2021 |
|
| A Differential Approach for Gaze Estimation, , and , in: IEEE Transaction on Pattern Analysis and Machine Intelligence, 43(3):1092--1098, 2021 |
[DOI] [URL] |
| A Laser-based Dual-arm System for Precise Control of Collaborative Robots, , and , in: IEEE International Conference on Robotics and Automation, 2021 |
|
| A Sensor-Driven Visit Detection System in Older Adults’ Homes: Towards Digital Late-Life Depression Marker Extraction, , , , , , , , , , and , in: IEEE Journal of Biomedical And Health Informatics, 26(4):1560-1569, 2021 |
[DOI] [URL] |
| Aberrant cytoplasmic intron retention is a blueprint for RNA binding protein mislocalization in VCP-related amyotrophic lateral sclerosis, , , , , , , , and , in: Brain, 2021 |
| Active tuberculosis detection from frontal chest X-ray images, , Idiap-Com-01-2021 |
[URL] |
| Adjustable Deterministic Pseudonymization of Speech, , and , Idiap-RR-12-2021 |
|
| An Attention Mechanism for Deep Q-Networks with Applications in Robotic Pushing, , and , Idiap-RR-03-2021 |
|
| An Attention Mechanism for Deep Q-Networks with Applications in Robotic Pushing, , and , in: Proc. of Workshop on Emerging paradigms for robotic manipulation: from the lab to the productive world, ICRA, 2021 |
| An Efficient Image-to-Image Translation HourGlass-based Architecture for Object Pushing Policy Learning, , and , in: IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021 |
|
| An Evaluation Benchmark for Automatic Speech Recognition of German-English Code-Switching, , and , in: IEEE Automatic Speech Recognition and Understanding Workshop, 2021 |
|
| An Objective Evaluation Framework for Pathological Speech Synthesis, , , , , and , in: Proceedings of ITG Conference on Speech Communication, 2021 |
|
| Analysis of Vector Representations in Maintenance Logs in the Industry: Towards an Information Retrieval System, , , and , in: Journal of Research in Computing Science, 2021 |
| Application of Urban Scale Energy Modelling and Multi-Objective Optimization Techniques for Building Energy Renovation at District Scale, , , and , in: Sustainability, 13(20), 2021 |
[DOI] [URL] |
| Applying Attention-Based Models for Detecting Cognitive Processes and Mental Health Conditions, , , and , in: Cognitive Computation:18, 2021 |
[DOI] [URL] |
| Approximating the Mental Lexicon from Clinical Interviews as a Support Tool for Depression Detection, , , , and , Idiap-RR-19-2021 |
| Approximating the Mental Lexicon from Clinical Interviews as a Support Tool for Depression Detection, , , , and , in: Proceedings of the 2021 International Conference on Multimodal Interaction, ACM, 2021 |
[DOI] |
| Automated and unbiased discrimination of ALS from control tissue at single cell resolution, , , , , , , , and , in: Brain Pathology, 2021 |
| Automated Interpretation of Air Traffic Control Communication: The Journey from Spoken Words to a Deeper Understanding of the Meaning, , , , , , , and , in: 2021 IEEE/AIAA 40th Digital Avionics Systems Conference (DASC), San Antonio, TX, USA, pages 1-9, IEEE, 2021 |
[DOI] |
| Automatic and perceptual discrimination between dysarthria, apraxia of speech, and neurotypical speech, , , and , in: IEEE International Conference on Acoustics, Speech and Signal Processing, 2021 |
|
| Automatic Dialect Detection for Low Resource Santali Language, , , , , and , in: Proceeding of International Conference on Information Technology (OCIT), 2021 |
|
| AUTOMATIC DYSARTHRIC SPEECH DETECTION EXPLOITING PAIRWISE DISTANCE-BASED CONVOLUTIONAL NEURAL NETWORKS, , and , in: 45th International Conference on Acoustics, Speech, and Signal Processing, Toronto, Canada, pages 7328–7332, 2021 |
|
| Automatic processing pipeline for collecting and annotating air-traffic voice communication data, , , , , , , , , and , in: Proceedings of 9th OpenSky Symposium 2020, OpenSky Network, Brussels, Belgium, pages 1-9, MDPI, 2021 |
|
| Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation, and , Idiap-RR-21-2021 |
| BertOdia: BERT pre-training for low resource Odia language, , , , , and , Idiap-RR-16-2021 |
|
| BERTraffic: A Robust BERT-Based Approach for Speaker Change Detection and Role Identification of Air-Traffic Communications, , , , , , and , Idiap-RR-15-2021 |
| Beyond question-based biases: Assessing multimodal shortcut learning in visual question answering, , , and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021 |
|
| Bilateral Teleoperation with Object-Adaptive Mapping, , , , and , in: Complex & Intelligent Systems, 2021 |
|
| Boosting of contextual information in ASR for air-traffic call-sign recognition, , , , , , , and , in: Interspeech 2021, 2021 |
|
| Broadcast Media Content Categorization Using Low-Resolution Concepts, , , , and , Idiap-RR-06-2021 |
|
| Challenges for Using Impact Regularizers to Avoid Negative Side Effects, , and , in: SafeAI 2021 - AAAI's Workshop on Artificial Intelligence Safety, 2021 |
|
| CHALLENGES IN BROADCAST MEDIA CONTENT CATEGORIZATION, , and , Idiap-RR-02-2021 |
|
| Classifier Implementation for Spontaneous EEG Activity during Schizophrenic Psychosis, , , , and , in: Computacion y Sistemas (CyS), 25(3), 2021 |
[URL] |
| Compacter: Efficient Low-Rank Hypercomplex Adapter Layers, , and , in: NeurIPS, 2021 |
|
| Comparing CTC and LFMMI for out-of-domain adaptation of wav2vec 2.0 acoustic model, , and , Idiap-RR-04-2021 |
|
| Comparing CTC and LFMMI for out-of-domain adaptation of wav2vec 2.0 acoustic model, , and , in: Proceedings of Interspeech, 2021 |
[URL] |
| Contactless Sleep Monitoring for Early Detection of Health Deteriorations in Community-Dwelling Older Adults: Exploratory Study, , , , , , , , , and , in: JMIR Mhealth Uhealth, 9(6), 2021 |
|
| Contextual Semi-Supervised Learning: An Approach To Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems, , , , , , and , Idiap-RR-14-2021 |
[URL] |
| Contextual Semi-Supervised Learning: An Approach To Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems, , , , , , and , in: Interspeech 2021, 2021 |
[URL] |
| Cost–effective Variational Active Entity Resolution, , , , and , in: 37th IEEE International Conference on Data Engineering (ICDE), 2021 |
[URL] |
| Cross Modal Focal Loss for RGBD Face Anti-Spoofing, and , in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021 |
|
| Cross-lingual Automatic Speech Recognition Exploiting Articulatory Features, , , , and , Idiap-RR-05-2021 |
[URL] |
| Cytoplasmic cleavage of IMPA1 3' UTR is necessary for maintaining axon integrity, , , , , , , , , , and , in: Cell Reports, 2021 |
| Declarative Variables in Online Dating: A Mixed-Method Analysis of a Mimetic-Distinctive Mechanism, , and , in: Proceedings of the ACM on Human-Computer Interaction, 5(CSCW1), 2021 |
|
| Deep Learning Approaches for Auditory Perception in Robotics, , École polytechnique fédérale de Lausanne, 2021 |
|
| Deep learning architectures for estimating breathing signal and respiratory parameters from speech recordings, , , , and , in: Neural Networks, 141:211--224, 2021 |
[DOI] |
| DepthInSpace: Exploitation and Fusion of Multiple Video Frames for Structured-Light Depth Estimation, , and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), pages 6039-6048, 2021 |
[URL] |
| Development of a lung segmentation algorithm for analog imaged chest X-Ray: preliminary results, , , , and , in: XV Brazilian Congress on Computational Intelligence, Joinville, Brazil, 2021 |
[URL] |
| Disentangling Generative Factors in Natural Language with Discrete Variational Autoencoders, and , in: The 2021 Conference on Empirical Methods in Natural Language Processing, 2021 |
| District heating network modelling for future integration of solar thermal energy, , , and , in: Journal of Physics: Conference Series, pages 012089, IOP Publishing, 2021 |
[DOI] |
| Do Natural Language Explanations Represent Valid Logical Arguments? Verifying Entailment in Explainable NLI Gold Standards, , and , in: 14th International Conference on Computational Semantics, 2021 |
[URL] |
| Does My Representation Capture X? Probe-Ably, , , , and , in: 59th Annual Meeting of the Association for Computational Linguistics (Demonstration track), 2021 |
[URL] |
| Domain-Adversarial Based Model with Phonological Knowledge for Cross-Lingual Speech Recognition, , , , , and , in: Electronics, 10(24):1-15, 2021 |
[DOI] [URL] |
| Editorial: Artificial Intelligence and Human Movement in Industries and Creation, , , , and , in: Frontiers in Robotics and AI, 8:712521, 2021 |
|
| Efficient Depth-based Deep Learning Methods for Multi-Party Pose Estimation, , École polytechnique fédérale de Lausanne, 2021 |
[DOI] |
| Encoding Explanatory Knowledge for Zero-shot Science Question Answering, , , and , in: 14th International Conference on Computational Semantics, 2021 |
[URL] |
| Estimating Nonplanar Flow from 2D Motion-blurred Widefield Microscopy Images via Deep Learning, and , in: International Symposium on Biomedical Imaging, 2021, 2021 |
|
| Evaluation of Urban Scale Building Energy-Use Models and Tools – Application for the City of Fribourg, Switzerland, , , and , in: Sustainability, 13(7), 2021 |
[DOI] [URL] |
| Examining the Social Context of Alcohol Drinking in Young Adults with Smartphone Sensing, , , and , in: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 5(3):26, 2021 |
[DOI] |
| Explainable Inference Over Grounding-Abstract Chains for Science Questions, , and , in: 59th Annual Meeting of the Association for Computational Linguistics (ACL Findings), 2021 |
|
| Explainable Natural Language Reasoning via Conceptual Unification, , and , in: 16th conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 |
[URL] |
| Explainable Phonology-based Approach for Sign Language Recognition and Assessment, , Ecole Polytechnique Fédérale de Lausanne, 2021 |
|
| Extreme Learning Machines with feature selection using GA for effective prediction of fetal heart disease: A Novel Approach, , , and , in: Informatica, 45(3), 2021 |
[DOI] [URL] |
| Face Liveness Detection Competition (LivDet-Face) - 2021, , , , , , , , , and , in: International Joint Conference on Biometrics, 2021 |
| Fairness in Biometrics: a figure of merit to assess biometric verification systems, and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2021 |
[DOI] |
| Fusion of Acoustic and Linguistic Information Using Supervised Autoencoder for Improved Emotion Recognition, , and , in: 2nd Multimodal Sentiment Analysis Challenge (MuSe '21), October 24, 2021, Virtual Event, China, 2021 |
[DOI] |
| Gradient-based Methods for Deep Model Interpretability, , École polytechnique fédérale de Lausanne, 2021 |
[DOI] |
| Grammar Based Identification Of Speaker Role For Improving ATCO And Pilot ASR, , , , , , and , Idiap-RR-22-2021 |
|
| Graph2Speak: Improving Speaker Identification using Network Knowledge in Criminal Conversational Data, , , and , in: 1st ISCA Symposium on Security and Privacy in Speech Communication, pages 10--13, 2021 |
[DOI] |
| Handling acoustic variation in dysarthric speech recognition systems through model combination, and , in: Proceedings of Interspeech, 2021 |
|
| Identification of F1 and F2 in speech using modified zero frequency filtering, and , in: Proceedings of Interspeech, 2021 |
|
| Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models, , , and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021 |
|
| Image-based deep learning reveals the responses of human motor neurons to stress and VCP-related ALS, , , and , in: Neuropathology and Applied Neurobiology, 2021 |
| Implementation of machine learning techniques for the quasi real-time blind and electric lighting optimization in a controlled experimental facility, , , , , and , in: Journal of Physics: Conference Series, IOP Publishing, 2021 |
[DOI] [URL] |
| Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning, , , and , in: Proceedings of the 25th Conference on Computational Natural Language Learning, Online, pages 337-348, Association for Computational Linguistics, 2021 |
| Improving callsign recognition with air-surveillance data in air-traffic communication, , , and , Idiap-RR-20-2021 |
[URL] |
| Improving Emotional TTS with an Emotion Intensity Input from Unsupervised Extraction, and , in: 11th ISCA Speech Synthesis Workshop, 2021 |
[URL] |
| Improving Generalization of Deepfake Detection by Training for Attribution, , and , in: International Workshop on Multimedia Signal Processing, 2021 |
|
| Improving Generalization of Deepfake Detection with Data Farming and Few-Shot Learning, and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2021 |
|
| Inducing Meaningful Units from Character Sequences with Slot Attention, and , in: arXiv, 2021 |
[URL] |
| Late Fusion of the Available Lexicon and Raw Waveform-based Acoustic Modeling for Depression and Dementia Recognition, , , , , and , Idiap-RR-09-2021 |
|
| Late Fusion of the Available Lexicon and Raw Waveform-based Acoustic Modeling for Depression and Dementia Recognition, , , , , and , in: Proceedings of Interspeech 2021, ISCA-International Speech Communication Association 2021, 2021 |
|
| LATTICE-FREE MMI ADAPTATION OF SELF-SUPERVISED PRETRAINED ACOUSTIC MODELS, , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, 2021 |
[URL] |
| Learning Constrained Distributions of Robot Configurations with Generative Adversarial Network, , , and , in: IEEE Robotics and Automation Letters, 2021 |
|
| Learning Optimal Impedance Control During Complex 3D Arm Movements, , , , and , in: IEEE Robotics and Automation Letters (RA-L), 6(2):1248-1255, 2021 |
[DOI] [URL] |
| Learning strategies and representations for intuitive robot learning from demonstration, , EPFL, 2021 |
|
| Learning to Translate Low-Resourced Swiss German Dialectal Speech into Standard German Text, , and , in: IEEE Automatic Speech Recognition and Understanding Workshop, Colombia, Cartagena, IEEE, 2021 |
|
| Longitudinal characterisation of haematological and biochemical parameters in cancer patients prior to and during COVID-19 reveals features associated with outcome, , , and , in: ESMO Open, 2021 |
| Machine learning techniques for the daylight and electric lighting performance predictions, , and , in: Proceedings of Building Simulation 2021, 2021 |
| Modeling and Inferring Attention between Humans or for Human-Robot Interactions, , Ecole Polytechnique Federale de Lausanne, 2021 |
[DOI] [URL] |
| Modeling Dialectal Variation for Swiss German Automatic Speech Recognition, , and , in: Proceedings of Interspeech, 2021 |
[DOI] |
| Modeling Source and System characteristics using Zero Frequency Filtering for Voice Activity Detection, , and , Idiap-Internal-RR-80-2021 |
| Motion Mappings for Continuous Bilateral Teleoperation, , , , , and , in: IEEE Robotics and Automation Letters, 6(3):5048-5055, 2021 |
|
| Multi-Adversarial Learning for Cross-Lingual Word Embeddings, , and , in: Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Online, pages 463-472, 2021 |
| Multi-channel Face Presentation Attack Detection Using Deep Learning, and , in: Deep Learning-Based Face Analytics, Springer International Publishing, 2021 |
|
| Multi-task Neural Network for Robust Multiple Speaker Embedding Extraction, , and , in: Proceedings of Interspeech 2021, 2021 |
| Multi-task Single Channel Speech Enhancement Using Speech Presence Probability As A Secondary Task Training Target, , and , in: European Signal Processing Conference, EUSIPCO 2021, 2021 |
|
| Multilingual and Unsupervised Subword Modeling for Zero-Resource Languages, , and , in: Computer Speech and Language, 65, 2021 |
[DOI] [URL] |
| Multimodal Neural Machine Translation System for English to Bengali, , , , , , and , Idiap-RR-13-2021 |
|
| Multimodal Neural Machine Translation System for English to Bengali, , , , , , and , in: Proceedings of the First Workshop on Multimodal Machine Translation for Low Resource Languages (MMTLRL 2021), Online (Virtual Mode), pages 31--39, INCOMA Ltd., 2021 |
[URL] |
| Natural Language Inference over Tables: Enabling Explainable Data Exploration on Data Lakes, , , and , in: 18th Extended Semantic Web Conference (ESWC), 2021 |
[URL] |
| Neural Network Adaptation and Data Augmentation for Multi-Speaker Direction-of-Arrival Estimation, , and , in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 29:1303-1317, 2021 |
[DOI] [URL] |
| NLPHut's Participation at WAT2021, , , , , , , and , in: Proceedings of the 8th Workshop on Asian Translation (WAT2021), pages 146--154, Association for Computational Linguistics, 2021 |
[URL] |
| NLPHut’s Participation at WAT2021, , , , , , , and , Idiap-RR-10-2021 |
|
| Novel Methods for Incorporating Prior Knowledge for Automatic Speech Assessment, , École polytechnique fédérale de Lausanne (EPFL), 2021 |
|
| Number and quality of diagrams in scholarly publications is associated with number of citations, , and , in: Diagrams, 2021 |
| On Joint Optimization of Automatic Speaker Verification and Anti-spoofing in the Embedding Space, , , , and , in: IEEE Transactions on Information Forensics and Security, 16:1579--1593, 2021 |
[DOI] |
| On Modeling Glottal Source Information for Phonation Assessment in Parkinson’s Disease, , , , and , in: Proceedings of Interspeech, 2021 |
|
| On the Effectiveness of Vision Transformers for Zero-shot Face Anti-Spoofing, and , in: International Joint Conference on Biometrics (IJCB 2021), 2021 |
|
| On the Language-specificity of Multilingual BERT and the Impact of Fine-tuning, , , and , in: Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2021 |
| On the use of automatically generated synthetic image datasets for benchmarking face recognition, , and , in: International Joint Conference on Biometrics (IJCB 2021), 2021 |
|
| One More Bite? Inferring Food Consumption Level of College Students Using Smartphone Sensing and Self-Reports, , , , , , and , in: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 5(1), 2021 |
|
| Open Machine Translation for Low Resource South American Languages (AmericasNLP 2021 Shared Task Contribution), , , , , , , , and , Idiap-RR-07-2021 |
|
| Open Machine Translation for Low Resource South American Languages (AmericasNLP 2021 Shared Task Contribution), , , , , , , , and , in: Proceedings of the First Workshop on Natural Language Processing for Indigenous Languages of the Americas, pages 218–223, Association for Computational Linguistics, 2021 |
[DOI] [URL] |
| Open-Set Speaker Identification pipeline in live criminal investigations, and , in: 1st ISCA Symposium on Security and Privacy in Speech Communication, 2021 |
|
| Optics Versus Computation: Influence of Illumination and Reconstruction Model Accuracy in Focal-Plane-Scanning Optical Projection Tomography, and , in: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), Nice, France, pages 567-570, IEEE, 2021 |
[DOI] |
| Optimal Control Combining Emulation and Imitation to Acquire Physical Assistance Skills, , and , in: Proc. IEEE Intl Conf. on Advanced Robotics (ICAR), 2021 |
|
| Optimization of robot configurations for motion planning in industrial riveting, , , and , in: Proc. IEEE Intl Conf. on Advanced Robotics (ICAR), 2021 |
|
| Overview of the 8th Workshop on Asian Translation, , , , , , , , , , , , , , , and , in: Proceedings of the 8th Workshop on Asian Translation (WAT2021), pages 1--45, Association for Computational Linguistics, 2021 |
[URL] |
| Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks, , , and , in: ACL, 2021 |
|
| ParsiNLU: A Suite of Language Understanding Challenges for Persian, , , , , , , , , , , , , , , , , , , , , and , in: TACL, 2021 |
|
| Perspectives and limitations of visible-thermal image pair synthesis via generative adversarial networks, , , , and , in: Security + Defence, Target and Background Signatures VII, Proc. of SPIE, online only, pages 1186509-1--1186509-8, SPIE, 2021 |
[DOI] [URL] |
| Phoneme based Respiratory Analysis of Read Speech, , , and , in: Proceedings of European Signal Processing Conference (EUSIPCO), 2021 |
|
| Pose Transformers (POTR): Human Motion Prediction with Non-Autoregressive Transformers, , and , in: International Conference in Computer Vision - Workshops, 2021 |
|
| Probabilistic Adaptive Control for Robust Behavior Imitation, , and , in: IEEE Robotics and Automation Letters, 2021 |
|
| Probabilistic Iterative LQR for Short Time Horizon MPC, and , in: International Conference on Intelligent Robots and Systems, pages 579-585, 2021 |
[DOI] |
| Professional YouTubers’ health videos as research material: Formulating a multi-method design in health psychology, , , , and , in: Methods in Psychology, Special Issue on Innovations in Qualitative Research, 5, 2021 |
|
| PROMPT: Probabilistic Motion Primitives based Trajectory Planning, , , and , in: Proceedings of Robotics: Science and Systems, 2021 |
[DOI] [URL] |
| Readback Error Detection by Automatic Speech Recognition to Increase ATM Safety, , , , , , , , , , , , , and , in: Fourteenth USA/Europe Air Traffic Management Research and Development Seminar (ATM2021), The United States Federal Aviation Administration (FAA), EUROCONTROL, pages 10, 2021 |
[URL] |
| Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement, and , in: Transactions of the Association for Computational Linguistics (2021), 9:18, 2021 |
[DOI] [URL] |
| Rethinking the Role of Gradient-based Attribution Methods for Model Interpretability, and , in: International Conference on Learning Representations, 2021 |
|
| Robust Command Recognition for Lithuanian Air Traffic Control Tower Utterances, , , , , , , and , in: Interspeech, 2021 |
|
| ROXANNE Research Platform: Automate criminal investigations, , , , , and , in: Interspeech Show and Tell 2021, 2021 |
|
| ROXSD: a Simulated Dataset of Communication in Organized Crime, , , , and , in: 1st ISCA Symposium on Security and Privacy in Speech Communication, 2021 |
|
| Scholarly AI system diagrams as an access point to mental models, , and , in: Diagrams, 2021 |
| Semantic Behavior Analysis of COVID-19 Patients: A Collaborative Framework, , , and , in: Machine Learning for Healthcare Applications, John Wiley & Sons, Inc. USA and Scrivener Publishing LLC, USA, 2021 |
[URL] |
| Sequential Robot Imitation Learning from Observations, , , , and , in: International Journal of Robotics Research (IJRR), 2021 |
| Signal-to-signal neural networks for improved spike estimation from calcium imaging data, , , and , in: PLoS Computational Biology, 17(3):1--19, 2021 |
[DOI] |
| Similarity-Based Equational Inference in Physics, and , in: Physics Review Research, 2021 |
| Smartphone Sensing for the Well-being of Young Adults: A Review, and , in: IEEE Access, 2021 |
[DOI] [URL] |
| Speech Activity Detection Based on Multilingual Speech Recognition System, , and , in: Interspeech, 2021 |
|
| STAR: Cross-modal Statement Representation for Selecting Relevant Mathematical Premises, and , in: 16th conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021 |
| Structuralist analysis for neural network system diagrams, , and , in: Diagrams, 2021 |
| Subjective and objective evaluation of deepfake videos, and , in: The international Conference on Acoustics, Speech, and Signal Processing, 2021 |
|
| Supervised Speech Representation Learning for Parkinson's Disease Classification, and , Idiap-RR-08-2021 |
|
| Supervised Speech Representation Learning for Parkinson's Disease Classification, and , in: ITG Conference on Speech Communication, 2021 |
|
| Supporting Context Monotonicity Abstractions in Neural NLI Models, , , , and , in: Natural Logic Meets Machine Learning Workshop, 2021 |
[URL] |
| Switching Contexts: Transportability Measures for NLP, , , and , in: 14th International Conference on Computational Semantics, 2021 |
[URL] |
| Syntax-Aware Graph-to-Graph Transformer for Semantic Role Labelling, and , in: Arxiv, 2021 |
|
| Ten seconds of my nights: exploring methods to measure brightness, loudness and attendance and their associations with alcohol use from video clips, , , , , and , in: PLOS ONE, 2021 |
[DOI] |
| Tensor-variate mixture of experts for proportional myographic control of a robotic hand, , and , in: Robotics and Autonomous Systems, 142:103812, 2021 |
|
| The DCU-EPFL Enhanced Dependency Parser at the IWPT 2021 Shared Task, , , , and , in: Proceedings of the 17th International Conference on Parsing Technologies and the IWPT 2021 Shared Task on Parsing into Enhanced Universal Dependencies, Online, pages 204-212, Association for Computational Linguistics, 2021 |
|
| The Theory, Practice, and Ethical Challenges of Designing a Diversity-Aware Platform for Social Relations, , , , , , , and , in: Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, pages 11, ACM, 2021 |
[DOI] |
| Topic analysis and tracking from Mexico's President daily press briefing, , and , in: Journal of Research in Computing Science, 2021 |
|
| Towards an Engagement-Aware Attentive Artificial Listener for Multi-Party Interactions, , , , , and , in: Frontiers in Robotics and AI, 8:189, 2021 |
[DOI] [URL] |
| Towards Automatic Prediction of Non-Expert Perceived Speech Fluency Ratings, , , and , Idiap-RR-11-2021 |
|
| Trajectory Prediction with Compressed 3D Environment Representation using Tensor Train Decomposition, , , and , in: International Conference on Advanced Robotics, 2021 |
|
| Trust indicators and explainable AI: A study on user perceptions, , , , , , and , in: Proc. Int. Conf. on Human-Computer Interaction, Bari, Italy, 2021 |
|
| Unequivocal cardiac phase sorting from alternating ramp- and pulse-illuminated microscopy image sequences, , , , and , in: 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), pages 868-872, 2021 |
[DOI] [URL] |
| Unification-based Reconstruction of Multi-hop Explanations for Science Questions, , and , in: 16th conference of the European Chapter of the Association for Computational Linguistics, 2021 |
[URL] |
| Unshuffling data for improved generalization in visual question answering, , and , in: Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021 |
|
| Variational Information Bottleneck for Effective Low-Resource Fine-Tuning, , and , in: ICLR, 2021 |
|
| Vein Enhancement with Deep Auto-Encoders to improve Finger Vein Recognition, , and , in: Biometrics Special Interest Group (BIOSIG 2021), 2021 |
|
| Visual Focus of Attention Estimation in 3D Scene with an Arbitrary Number of Targets, and , in: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, pages 9, IEEE, 2021 |
|
| What is SemEval evaluating? A Systematic Analysis of Evaluation Campaigns in NLP, , , and , in: EMNLP, 2nd Workshop on Evaluation and Comparison of NLP Systems, 2021 |
| Whole Body Model Predictive Control with a Memory of Motion:Experiments on a Torque-Controlled Talos, , , , , , , , , , , and , in: IEEE International Conference on Robotics and Automation, 2021 |
|
| Zurich Like New: Analyzing Open Urban Multimodal Data, , and , in: Proceedings of the 1st International Workshop on Multimedia Computing for Urban Data, 2021 |
|
2020
| A Comparison of Acoustic and Linguistics Methodologies for Alzheimer's Dementia Recognition, , , , , , , , , , and , in: Proceedings of Interspeech, pages 2182-2186, 2020 |
|
| A memory of motion for visual predictive control tasks, , and , in: International Conference on Robotics and Automation, 2020 |
|
| A Phonology-based Approach for Isolated Sign Production Assessment in Sign Language, , , and , in: Companion Publication of the 2020 International Conference on Multimodal Interaction (ICMI '20 Companion), 2020 |
|
| A Survey on Policy Search Algorithms for Learning Robot Controllers in a Handful of Trials, , , , and , in: IEEE Trans. on Robotics, 32(2):328-347, 2020 |
[DOI] [URL] |
| A t-distribution based operator for enhancing out of distribution robustness of neural network classifiers, and , in: IEEE Signal Processing Letters, 27:1070-1074, 2020 |
[DOI] |
| Accurate Nod and 3D Gaze Estimation for Social Interaction Analysis, , EDEE, EPFL, 2020 |
|
| Active Illumination and Computational Methods for Temporal and Spectral Super-Resolution Microscopy, , EPFL, 2020 |
[DOI] |
| Active Improvement of Control Policies with Bayesian Gaussian Mixture Model, , , and , in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems, 2020 |
| Adaptive Ensemble-based Optimisation for Petrophysical Inversion, and , in: Mathematical Geosciences, 2020 |
[DOI] [URL] |
| Aliasing mitigation in optical microscopy of dynamic biological samples by use of temporally modulated color illumination and a standard RGB camera, and , in: Journal of Biomedical Optics, 25(10):106505, 2020 |
[DOI] [URL] |
| Alone or With Others? Understanding Eating Episodes of College Students with Mobile Sensing, , and , in: 19th International Conference on Mobile and Ubiquitous Multimedia, ACM, Essen, Germany, pages 162–166, Association for Computing Machinery, 2020 |
[DOI] [URL] |
| AM-FM DECOMPOSITION OF SPEECH SIGNAL: APPLICATIONS FOR SPEECH PRIVACY AND DIAGNOSIS, , , , and , Idiap-RR-01-2020 |
|
| An HMM Approach with Inherent Model Selection for Sign Language and Gesture Recognition, , and , in: Proceedings of the International Conference on Language Resources and Evaluation LREC 2020, 2020 |
|
| An Integrated and strategic evaluation of automatic blind controls to achieve energy and occupant's comfort objectives, and , in: Proceedings of the 5th IBPSA-England Conference on Building Simulation and Optimization (Virtual), Loughborough, UK, 2020 |
[URL] |
| Assisted teleoperation in changing environments with a mixture of virtual guides, , and , in: Advanced Robotics, 34(18):1157-1170, 2020 |
[DOI] [URL] |
| Author Profiling in Social Media with Multimodal Information., , , and , in: In Journal of Computacion y Sistemas (CyS), 24(3), 2020 |
[URL] |
| Automatic Call Sign Detection: Matching Air Surveillance Data with Air Traffic Spoken Communications, , , , , , , , , , , , , , , and , in: Proceedings of 8th OpenSky Symposium 2020, OpenSky Network, pages 1-10, MDPI, 2020 |
[DOI] [URL] |
| Automatic Discrimination of Apraxia of Speech and Dysarthria using a Minimalistic Set of Handcrafted Features, , , and , in: Interspeech, 2020 |
|
| AUTOMATIC DYSARTHRIC SPEECH DETECTION EXPLOITING PAIRWISE DISTANCE-BASED CONVOLUTIONAL NEURAL NETWORKS, , and , Idiap-RR-32-2020 |
|
| Automatic pathological speech intelligibility assessment exploiting subspace-based analyses, , and , in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 28:1717 - 1728, 2020 |
[DOI] |
| Automatic Speech Recognition Benchmark for Air-Traffic Communications, , , , and , in: Proc. Interspeech 2020, pages 2297-2301, 2020 |
[DOI] |
| Automatic Speech Recognition Engines Adapted for Embedded Platforms, , Idiap-Com-01-2020 |
|
| BertAA: BERT fine-tuning for Authorship Attribution, , , and , in: Proceedings of the 17th International Conference on Natural Language Processing, 2020 |
|
| Can Your Face Detector Do Anti-spoofing? Face Presentation Attack Detection with a Multi-Channel Face Detector, and , Idiap-RR-12-2020 |
|
| Capturing drinking and nightlife behaviours and their social and physical context with a smartphone application - investigation of users' experience and reactivity, , , , , , , and , in: Addiction Research and Theory, 28(1):62-75, 2020 |
[DOI] [URL] |
| CNN Patch Pooling for Detecting 3D Mask Presentation Attacks in NIR, and , in: IEEE International Conference on Image Processing, 2020 |
|
| Comparison of Subword Segmentation Methods for Open-vocabulary ASR using a Difficulty Metric, , , and |
|
| COMPARISON OF SUBWORD SEGMENTATION METHODS FOR OPEN-VOCABULARYEND-TO-END SPEECH RECOGNITION, , , and , Idiap-RR-34-2020 |
|
| Competitive Neural Layer-based Method to Identify People with High Risk for Diabetic Foot, , , , , and , in: Computers in Biology and Medicine, 120, 2020 |
[DOI] [URL] |
| Compositionality in English deverbal compounds:The role of the head, , and , in: The role of constituents in multiword expressions. Phraseology and Multiword Expressions, Language Science Press, Berlin, 2020 |
| Compound or phrase or in between? Testing Linguistic Criteria for Compoundhood in English, and , in: Word Structure, 13(2):250-281, 2020 |
| Context is Everything: Using a Smartphone App to Capture Young People's Drinking Behaviours, Cognitions, Environments, and Consequences, , La Trobe University, Melbourne, Australia, 2020 |
[DOI] |
| Deep Generative Models and Applications, and , EPFL, 2020 |
[DOI] [URL] |
| Deep Learning of Charisma, , Idiap-Com-03-2020 |
|
| Deep Models and Shortwave Infrared Information to Detect Face Presentation Attacks, , , , and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2020 |
|
| Deepfake detection: humans vs. machines, and , Idiap-RR-36-2020 |
|
| Detection of disguised speech in forensic science by humans and automatic systems, , Université de Lausanne Ecole des Sciences Criminelles, 2020 |
|
| Detection of S1 and S2 locations in phonocardiogram signals using zero frequency filter, , , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 |
|
| Detection of Similar Languages and Dialects Using Deep Supervised Autoencoders, , , , and , in: Proceedings of the 17th International Conference on Natural Language Processing, 2020 |
|
| Discourse Phenomena in Machine Translation, , École polytechnique fédérale de Lausanne, 2020 |
|
| Do different drinks make you feel different emotions? Examination of young adolescents' beverage-specific alcohol expectancies using the Alcohol Expectancy Task, , , and , in: Addictive Behaviors, 2020 |
[DOI] [URL] |
| Dysarthric Speech Recognition with Lattice-Free MMI, and , in: International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pages 6109-6113, 2020 |
[DOI] [URL] |
| End-to-End Bias Mitigation by Modelling Biases in Corpora, , and , in: ACL, 2020 |
|
| Epileptic seizure detection: a comparative study between deep and traditional machine learning techniques, , , , and , in: Journal of Integrative Neuroscience, 19(1):1-9, 2020 |
[URL] |
| Evaluation of 1-Year in-Home Monitoring Technology by Home-Dwelling Older Adults, Family Caregivers, and Nurses, , , , , , , and , in: Frontiers in Public Health, 8:9, 2020 |
[DOI] [URL] |
| Exact Preimages of Neural Network Aircraft Collision Avoidance Systems, and , in: Machine Learning for Engineering Modeling, Simulation, and Design Workshop at Neural Information Processing Systems 2020, 2020 |
|
| Extractive Odia Text Summarization System: An OCR based Approach, , Idiap-RR-02-2020 |
|
| Face Recognition Systems Under Spoofing Attacks, , , and , Idiap-RR-18-2020 |
|
| Face Recognition systems: performance evaluation and bias analysis, , Idiap-Com-04-2020 |
|
| Fairness in Biometrics: a figure of merit to assess biometric verification systems, and , in: arXiv, 2020 |
|
| Fast Transformers with Clustered Attention, , and , in: Proceedings of the International Conference on Neural Information Processing Systems, 2020 |
| Free annotated data for deep learning in microscopy? A hitchhiker's guide, and , in: Photoniques(104):30-33, 2020 |
[DOI] [URL] |
| Fun/intoxication pre-drinking motives lead indirectly to more alcohol-related consequences via increased alcohol consumption on a given night, , , and , in: Addictive Behaviors, 2020 |
[DOI] [URL] |
| Gaussians on Riemannian Manifolds for Robot Learning and Adaptive Control, , in: IEEE Robotics and Automation Magazine (RAM), 2020 |
|
| Generating Master Faces for Use in PerformingWolf Attacks on Face Recognition Systems, , , and , in: International Join Conference on Biometrics, 2020 |
|
| Generative adversarial training of product of policies for robust and adaptive movement primitives, , and , in: In Proc. Conference on Robot Learning (CoRL), 2020 |
|
| German News Article Classification : A Multichannel CNN Approach, , and , Idiap-RR-09-2020 |
|
| Gradient Alignment in Deep Neural Networks, and , Idiap-RR-14-2020 |
|
| Graph-to-Graph Transformer for Transition-based Dependency Parsing, and , in: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics, 2020 |
[URL] |
| Graph-to-Graph Transformer for Transition-based Dependency Parsing, and , in: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: Findings, ACL, Online, pages 3278–3289, Association for Computational Linguistics, 2020 |
[URL] |
| Idiap & UAM participation at GermEval 2020: Classification and Regression of Cognitive and Motivational Style from Text, , , , and , in: Proceedings of the GermEval 2020 Shared Task on the Classification and Regression of Cognitive and Motivational style from Text, 2020 |
[URL] |
| Idiap Abstract Text Summarization System for German Text Summarization Task, and , Idiap-RR-03-2020 |
|
| Idiap and UAM Participation at MEX-A3T Evaluation Campaign, , , , and , in: Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), pages 6, CEUR Workshop Proceedings, 2020 |
[URL] |
| Idiap NMT System for WAT 2019 Multimodal Translation Task, and , Idiap-RR-04-2020 |
|
| Idiap Submission to Swiss-German Language Detection Shared Task, , , , and , Idiap-RR-11-2020 |
|
| Idiap Submission to Swiss-German Language Detection Shared Task, , , , and , in: Proceedings of the 5th Swiss Text Analytics Conference (SwissText) & 16th Conference on Natural Language Processing (KONVENS), CEUR Workshop Proceedings, 2020 |
[URL] |
| Inferring Highly-dense Representations for Clustering Broadcast Media Content, , , and , in: The Prague Bulletin of Mathematical Linguistics, 2020 |
[URL] |
| Iris Liveness Detection Competition (LivDet-Iris) – The 2020 Edition, , , , , , , , , , , , , and , in: INTERNATIONAL JOINT CONFERENCE ON BIOMETRICS (IJCB 2020), 2020 |
[URL] |
| Language model domain adaptation for automatic speech recognition, , and , Idiap-RR-05-2020 |
|
| LATTICE-FREE MMI ADAPTATION OF SELF-SUPERVISED PRETRAINED ACOUSTIC MODELS, , and , Idiap-RR-40-2020 |
[URL] |
| Learning How to Walk: Warm-starting Optimal Control Solver with Memory of Motion, , , , and , in: International Conference on Robotics and Automation, 2020 |
|
| Learning One Class Representations for Face Presentation Attack Detection using Multi-channel Convolutional Neural Networks, and , in: IEEE Transactions on Information Forensics and Security, 2020 |
|
| Learning One Class Representations for Presentation Attack Detection using Multi-channel Convolutional Neural Networks, and , Idiap-RR-15-2020 |
|
| Learning, Generating and Adapting Wave Gestures for Expressive Human-Robot Interaction, , and , in: Proc. ACM/IEEE Intl Conf. on Human-Robot Interaction (HRI), pages 386-388, 2020 |
[DOI] [URL] |
| Machine Learning for Adverse Event Detection in Latent Tuberculosis Infection Treatment, , Idiap-Com-02-2020 |
|
| Mammary epithelial morphogenesis in 3D combinatorial microenvironments, , , and , in: Scientific Reports, 10(1), 2020 |
[URL] |
| ManiGaze: a Dataset for Evaluating Remote Gaze Estimator in Object Manipulation Situations, , and , in: Symposium on Eye Tracking Research and Applications, Stuttgart, Germany, pages 5, ACM, 2020 |
[DOI] |
| Memory of Motion for Warm-starting Trajectory Optimization, , , and , in: IEEE Robotics and Automation Letters, 5(2):2594-2601, 2020 |
[DOI] |
| Multi-scale sequential network for semantic text segmentation and localization, , and , in: Pattern Recognition Letters, 129:63-69, 2020 |
[DOI] [URL] |
| Neural Network based End-to-End Query by Example Spoken Term Detection, , and , in: IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, 2020 |
|
| Novel Architectures for Unsupervised Information Bottleneck based Speaker Diarization of Meetings, , , and , Idiap-RR-26-2020 |
|
| Novel Architectures for Unsupervised Information Bottleneck based Speaker Diarization of Meetings, , , and , in: IEEE/ACM Transactions on Audio Speech and Language Processing, 2020 |
| ODIANLP's Participation in WAT2020, , , , , , , , and , in: Proceedings of the 7th Workshop on Asian Translation, ACL Anthology, 2020 |
|
| OdiEnCorp 2.0: Odia-English Parallel Corpus for Machine Translation, , , , , and , Idiap-RR-08-2020 |
|
| OdiEnCorp 2.0: Odia-English Parallel Corpus for Machine Translation, , , , , and , European Language Resources Association (ELRA), 2020 |
[URL] |
| On quantifying the quality of acoustic models in hybrid DNN-HMM ASR, , and , in: Speech Communication, 119:24-35, 2020 |
[DOI] |
| On the Effectiveness of Vision Transformers for Zero-shot Face Anti-Spoofing, and , Idiap-RR-30-2020 |
|
| Optimizer Benchmarking Needs to Account for Hyperparameter Tuning, , , , and , in: Proceedings of the 37th International Conference on Machine Learning, Vienna, Austria, 2020 |
[URL] |
| Overview of the 7th Workshop on Asian Translation, , , , , , , , , , , and , in: Proceedings of the 7th Workshop on Asian Translation, Association for Computational Linguistics, 2020 |
[URL] |
| Parametric study of URBAN morphology on building solar energy potential in Singapore context, , , , and , in: Urban Climate, 33(100624), 2020 |
[DOI] [URL] |
| Paraspeckle components NONO and PSPC1 are not mislocalized from motor neuron nuclei in sporadic ALS, , , , , and , in: Brain, 2020 |
[URL] |
| Partially-supervised Mention Detection, and , in: Proceedings of the Third Workshop on Computational Models of Reference, Anaphora and Coreference, 2020 |
|
| Plucking Motions for Tea Harvesting Robots Using Probabilistic Movement Primitives, , , and , in: IEEE International Conference on Robotics and Automation, 2020 |
| Plug and Play Autoencoders for Conditional Text Generation, , , , and , Idiap-RR-24-2020 |
|
| Plug and Play Autoencoders for Conditional Text Generation, , , , and , in: Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, Online, 2020 |
|
| Predicting the Causal Effect Relationship Between COPD and Cardio Vascular Diseases, , , and , in: Informatica, 44(4), 2020 |
[DOI] [URL] |
| Product of experts for robot learning from demonstration, , EPFL, 2020 |
| Protecting Mobile Food Diaries from Getting too Personal, , and , in: 19th International Conference on Mobile and Ubiquitous Multimedia, Essen, Germany, pages 212–222, Association for Computing Machinery, 2020 |
[DOI] [URL] |
| pyannote.audio: neural building blocks for speaker diarization, , , , , , , , and , in: IEEE International Conference on Acoustics, Speech, and Signal Processing, 2020 |
[URL] |
| Real-Time Segmentation Networks should be Latency Aware, and , in: Asian Conference on Computer Vision, 2020 |
|
| Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement, and , in: Transactions of the Association for Computational Linguistics(under submission), 2020 |
| Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement, and , in: Transactions of the Association for Computational Linguistics, 2020 |
[URL] |
| Robot skills learning with Riemannian manifolds : Leveraging geometry-awareness in robot learning, optimization and control, , Ecole Polytechnique Fédérale de Lausanne, 2020 |
|
| Shooting shots: Estimating alcoholic drink sizes in real life using event-level reports and annotations of close-up pictures, , , and , in: Drug and Alcohol Review, 2020 |
[DOI] [URL] |
| Smartphone Multi-modal Biometric Authentication: Database and Evaluation, , , , , , , , and , Idiap-RR-17-2020 |
[URL] |
| Spatial Attention for Far-Field Speech Recognition with Deep Beamforming Neural Networks, , , , , and , in: 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona, Spain, pages 7499-7503, 2020 |
[DOI] |
| Spatially-Variant CNN-Based Point Spread Function Estimation for Blind Deconvolution and Depth Estimation in Optical Microscopy, and , in: IEEE Transactions on Image Processing, 29:5848 - 5861, 2020 |
[DOI] |
| Spectro-temporal sparsity characterization for dysarthric speech detection, and , in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 28:1210-1222, 2020 |
|
| Subspace-based Learning for Automatic Dysarthric Speech Detection, , and , in: IEEE Signal Processing Letters, 2020 |
| SYNTHETIC SPEECH REFERENCES FOR AUTOMATIC PATHOLOGICAL SPEECH INTELLIGIBILITY ASSESSMENT, , and , in: International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, 2020 |
|
| Taming GANs with Lookahead, , , and , Idiap-RR-20-2020 |
[URL] |
| Temporal resolution doubling in fluorescence light-sheet microscopy via a hue-encoded shutter and regularization, , , and , in: OSA Continuum, 3(8), 2020 |
|
| The emotional entanglements of smartphones in the field: On emotional discomfort, power relations, and research ethics, , , , , and , in: Area, 52(1), 2020 |
[DOI] [URL] |
| The High-Quality Wide Multi-Channel Attack (HQ-WMCA) database, , , , and , Idiap-RR-22-2020 |
|
| The Little W-Net That Could: State-of-the-Art Retinal Vessel Segmentation with Minimalistic Models, , , , , and , in: Cornell University Pre-print Server, 2020 |
[URL] |
| The MuMMER data set for Robot Perception in multi-party HRI Scenarios, , , and , in: Proceedings of the 29th IEEE International Conference on Robot & Human Interactive Communication, 2020 |
|
| The societal and ethical relevance of computational Creativity, , and , in: Proceedings of the International Conference on Computational Creativity, 2020 |
| The Unstoppable Rise of Computational Linguistics in Deep Learning, , in: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, Association for Computational Linguistics, Online, pages 6294-6306, Association for Computational Linguistics, 2020 |
[DOI] [URL] |
| Towards Multilingual Sign Language Recognition, , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 |
|
| Transformers are RNNs: Fast Autoregressive Transformers with Linear Attention, , , and , in: Proceedings of International Conference on Machine Learning, 2020 |
| Understanding Applicants' Reactions to Asynchronous Video Interviews through Self-Reports and Nonverbal Cues, , , , , and , in: Proc. ACM Int. Conf. on Multimodal Interaction (ICMI), Utrecht, 2020 |
|
| Unsupervised Representation Learning for Gaze Estimation, and , in: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 |
|
| Variational Inference with Mixture Model Approximation for Applications in Robotics, , and , in: International Conference on Robotics and Automation, 2020 |
|
| Vulnerability Analysis of Face Morphing Attacks from Landmarks and Generative Adversarial Networks, , , and , Idiap-RR-38-2020 |
|
| WatchNet++: Efficient and accurate depth-based network for detecting people attacks and intrusion, , , and , in: Machine Vision and Applications, 2020 |
|
| Youth nightlife at home: towards a feminist conceptualisation of home, , , , , , and , in: Children's Geographies, 2020 |
[DOI] [URL] |
2019
| A Comprehensive Experimental and Reproducible Study on Selfie Biometrics in Multistream and Heterogeneous Settings, , and , in: IEEE Transactions on Biometrics, Behavior and Identity Science, 2019 |
[DOI] [URL] |
| A Deep Learning Approach for Robust Head Pose Independent Eye Movements Recognition from Videos, , and , in: 2019 ACM Symposium on Eye Tracking Research and Applications, pages 5, ACM, 2019 |
[DOI] |
| A Learning-Based Framework for Quantized Compressed Sensing, , and , in: A Learning-Based Framework for Quantized Compressed Sensing, 2019 |
|
| A morphological based PV generation and energy consumption predictive model for Singapore neighbourhood, and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2019 |
[DOI] |
| A smart luminaire in an office environment: impact on light distribution, user interactions and comfort, , , and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2019 |
[DOI] |
| A solar-based sustainable urban design: The effects of city-scale street-canyon geometry on solar access in Geneva, Switzerland, , , , , and , in: Applied Energy, 240:173-190, 2019 |
[DOI] |
| A supermartingale approach to Gaussian process based sequential design of experiments, , and , in: Bernoulli, 25(4A):2883-2919, 2019 |
| Abstract Text Summarization: A Low Resource Challenge, and , in: In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2019), HongKong, China, pages 5, Association for Computational Linguistics (ACL), 2019 |
|
| Adaptation of Assistant Based Speech Recognition to New Domains and Its Acceptance by Air Traffic Controllers, , , , , , , , , and , in: Proceedings of the 2nd International Conference on Intelligent Human Systems Integration (IHSI 2019): Integrating People and Intelligent Systems, San Diego, California, USA, pages 820 - 826, 2019 |
[DOI] |
| Adaptation of Multiple Sound Source Localization Neural Networks with Weak Supervision and Domain-Adversarial Training, , and , Idiap-Com-01-2019 |
|
| Adaptation of Multiple Sound Source Localization Neural Networks with Weak Supervision and Domain-Adversarial Training, , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, United Kingdom, pages 770-774, 2019 |
[DOI] |
| Adaptive Design of Experiments for Conservative Estimation of Excursion Sets, , , , and , in: Technometrics, 2019 |
[DOI] [URL] |
| Aligning Multilingual Word Embeddings for Cross-Modal Retrieval Task, , and , in: Proceedings of the Second Workshop on Fact Extraction and VERification (FEVER), Hong Kong, pages 27-33, Association for Computational Linguistics, 2019 |
[DOI] [URL] |
| AM-FM DECOMPOSITION OF SPEECH SIGNAL: APPLICATIONS FOR SPEECH PRIVACY AND DIAGNOSIS, , , , and , in: 11th International workshop on Models and Analysis of Vocal Emissions for Biomedical Applications, Universita Degli Studi Firenze, Firenze, Italy, 2019 |
[URL] |
| AN END-TO-END NETWORK TO SYNTHESIZE INTONATION USING A GENERALIZED COMMAND RESPONSE MODEL, , , , and , Idiap-RR-05-2019 |
|
| An End-to-end Network to Synthesize Intonation Using a Generalized Command Response Model, , , , and , in: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, United Kingdom, pages 7040-7044, IEEE, 2019 |
[DOI] [URL] |
| An Introduction to Vein Presentation Attacks and Detection, , and , in: Handbook of Biometric Anti-Spoofing, Springer International Publishing, 2019 |
[DOI] [URL] |
| Automated Daylighting Control System based on Sky Luminance Monitoring and Lighting Computing, , and , EPFL, 2019 |
[DOI] |
| Automated Eye-sight Venetian blinds based on an embedded photometric device with real-time daylighting computing, , and , in: Applied Energy, 252, 2019 |
[DOI] [URL] |
| Automatic Diagnosis of Alzheimer's Disease Using Neural Network Language Models, , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 |
|
| Bayesian Gaussian mixture model for robotic policy imitation, and , in: IEEE Robotics and Automation Letters, 4(4):4452 - 4458, 2019 |
[DOI] [URL] |
| Biometric Face Presentation Attack Detection with Multi-Channel Convolutional Neural Network, , , , , and , in: IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2019 |
|
| BookTubing Across Regions: Examining Differences based on Nonverbal and Verbal Cues, , and , in: Proc. ACM Int. Conf. on Interactive Experiences for Television and Online Video (TVX), Salford, ENGLAND, 2019 |
[DOI] |
| Building energy models with Morphological urban-scale parameters: a case study in Turin, , , , , and , in: Proceedings of 4th Building Simulation Applications Conference - BSA 2019, 2019 |
[URL] |
| CBOW Is Not All You Need: Combining CBOW with the Compositional Matrix Space Model, , and , Idiap-RR-06-2019 |
[URL] |
| CBOW Is Not All You Need: Combining CBOW with the Compositional Matrix Space Model, , and , in: International Conference on Learning Representations, New Orleans, Louisiana, USA, 2019 |
[URL] |
| CityLearn v1.0: An OpenAI Gym Environment for Demand Response with Deep Reinforcement Learning, , , and , in: Proceedings of the 6th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, New-York, USA, pages 356-357, ACM, 2019 |
[DOI] |
| CO2 experimental measurements towards the development of a predictive framework using user actions in smart buildings, , , , and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2019 |
[DOI] |
| Conditions for the finiteness of the moments of the volume of level sets, , , and , in: Electronic Communications in Probability, 24(17), 2019 |
[DOI] [URL] |
| Contaminant source localization via Bayesian global optimization, , , and , in: Hydrology and Earth System Sciences, 23:351-369, 2019 |
[DOI] [URL] |
| Cross-lingual Automatic Speech Recognition Exploiting Articulatory Features, , , , , and , in: Proceedings of APSIPA ASC 2019, 2019 |
| Custom Silicone Face Masks - Vulnerability of Commercial Face Recognition Systems & Presentation Attack Detection, , , , , , and , in: Proceedings of 7th IAPR/IEEE International Workshop on Biometrics and Forensics, 2019 |
|
| Data-Driven Movement Subunit Extraction from Skeleton Information for Modeling Signs and Gestures, , and , Idiap-RR-02-2019 |
|
| Daylight regulated by automated external Venetian blinds based on HDR sky luminance mapping in winter, , and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2019 |
[DOI] |
| Daylighting simulation for external Venetian blinds based on HDR sky luminance monitoring with matrix algebraic approach, , and , in: Energy Procedia, 158:2677-2682, 2019 |
[DOI] |
| Deep Pixel-wise Binary Supervision for Face Presentation Attack Detection, and , in: International Conference on Biometrics, 2019 |
|
| Deep Residual Output Layers for Neural Language Generation, and , in: Proceedings of the 36th International Conference on Machine Learning (ICML), 2019 |
|
| Discovering Eating Routines in Context with a Smartphone App, , , and , in: Ubicomp/Iswc'19 Adjunct: Proceedings Of The 2019 Acm International Joint Conference On Pervasive And Ubiquitous Computing And Proceedings Of The 2019 Acm International Symposium On Wearable Computers, London, pages 422-429, 2019 |
[DOI] |
| Domain Adaptation in Multi-Channel Autoencoder based Features for Robust Face Anti-Spoofing, , and , in: International Conference on Biometrics 2019, IEEE, 2019 |
|
| EMPIRICAL EVALUATION AND COMBINATION OF PUNCTUATION PREDICTION MODELS APPLIED TO BROADCAST NEWS, and , Idiap-RR-01-2019 |
|
| EMPIRICAL EVALUATION AND COMBINATION OF PUNCTUATION PREDICTION MODELS APPLIED TO BROADCAST NEWS, and , in: Proceedings of 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2019 |
|
| End-to-End Accented Speech Recognition, , and , in: International Conference on Speech and Language Processing, Interspeech, ISCA, Graz, Austria, pages 2140-2144, 2019 |
[DOI] |
| End-to-End Acoustic Modeling using Convolutional Neural Networks for HMM-based Automatic Speech Recognition, , and , in: Speech Communication, 108:15--32, 2019 |
[DOI] |
| Full-Gradient Representation for Neural Network Visualization, and , in: Advances in Neural Information Processing Systems, 2019 |
[URL] |
| Generalized temporal sampling with active illumination in optical microscopy, and , in: Proceeding of the SPIE Conference Optics and Photonics, Wavelets and Sparsity XVIII, SPIE, San Diego, California, United States, SPIE, 2019 |
|
| GILE: A Generalized Input-Label Embedding for Text Classification, and , in: Transactions of the Association for Computational Linguistics (TACL), 2019 |
|
| Heterogeneous Face Recognition Using Domain Specific Units, , and , in: IEEE Transactions on Information Forensics and Security:13, 2019 |
[DOI] |
| HMM-based Approaches to Model Multichannel Information in Sign Language inspired from Articulatory Features-based Speech Processing, , , , and , in: Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 |
|
| Idiap Abstract Text Summarization System for German Text Summarization Task, and , in: Proceedings of the 4th edition of the Swiss Text Analytics Conference, 2019 |
[URL] |
| Idiap NMT System for WAT 2019 Multimodal Translation Task, and , in: Proceedings of the 6th Workshop on Asian Translation, Hong Kong, China, pages 175–180, Association for Computational Linguistics, 2019 |
[DOI] [URL] |
| Idiap submission to the NIST SRE 2019 Speaker Recognition Evaluation, , , , and , Idiap-RR-15-2019 |
|
| Implicit discourse relation classification with syntax-aware contextualized word representations, , , and , in: Proceedings of the 32nd International Florida Artificial Intelligence Research Society Conference, 2019 |
| Improving Children Speech Recognition through Feature Learning from Raw Speech Signal, , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 |
|
| Improving dual-arm assembly by master-slave compliance, , , and , in: Proc. IEEE Intl Conf. on Robotics and Automation, pages 8676-8682, 2019 |
|
| Improving speech embedding using crossmodal transfer learning with audio-visual data, and , in: Multimedia Tools and Applications, 78(11):15681-15704, 2019 |
[DOI] |
| INCREMENTAL TRANSFER LEARNING IN TWO-PASS INFORMATION BOTTLENECK BASED SPEAKER DIARIZATION SYSTEM FOR MEETINGS, , , and , in: Proceedings of ICASSP 2019, pages 6291-6295, 2019 |
| Interactive Generation of Calligraphic Trajectories from Gaussian Mixtures, , and , in: Mixture Models and Applications, pages 23-38, Springer, 2019 |
[DOI] |
| INVESTIGATING TIME DELAY NEURAL NETWORK (TDNN) FOR LANGUAGE MODELING IN LOW RESOURCE AUTOMATIC SPEECH RECOGNITION, , , and , Idiap-RR-13-2019 |
|
| Joint acoustic localization and dereverberation through plane wave decomposition and sparse regularization, , , , and , in: IEEE/ACM Transactions on Audio, Speech, and Language Processing, 27(12):1893-1905, 2019 |
[DOI] [URL] |
| Joint estimation of RETF vector and power spectral densities for speech enhancement based on alternating least squares, , and , in: IEEE International Conference on Acoustics, Speech and Signal Processing, pages 795--799, 2019 |
| Language Independent Query by Example Spoken Term Detection, , École Polytechnique Fédérale de Lausanne, 2019 |
|
| Learning an event sequence embedding for event-based deep stereo, , , , and , in: Proceedings of the IEEE International Conference on Computer Vision, 2019 |
| Learning Control, and , in: Humanoid Robotics: a Reference, pages 1261-1312, Springer, 2019 |
[DOI] [URL] |
| Learning Entailment-Based Sentence Embeddings from Natural Language Inference, , and , Idiap-RR-20-2019 |
[URL] |
| Learning from Demonstration (Programming by Demonstration), , in: Encyclopedia of Robotics, Springer, 2019 |
[DOI] [URL] |
| Learning from demonstration for semi-autonomous teleoperation, and , in: Autonomous Robots, 43(3):713-726, 2019 |
[DOI] [URL] |
| Learning Task Priorities from Demonstrations, , , and , in: IEEE Transactions on Robotics, 35(1):78-94, 2019 |
[DOI] [URL] |
| Learning Trajectory Distributions for Assisted Teleoperation and Path Planning, , , , , , and , in: Frontiers in Robotics and AI, 6:89, 2019 |
[DOI] [URL] |
| Learning voice source related information for depression detection, , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 |
|
| Mi Casa es su Casa? Examining Airbnb Hospitality Exchange Practices in a Developing Economy, , , , , , and , in: ACM Transactions on Social Computing, 2(1), 2019 |
|
| Mixture Models for the Analysis, Edition, and Synthesis of Continuous Time Series, , in: Mixture Models and Applications, pages 39-57, Springer, 2019 |
[DOI] |
| Modeling Dyadic and Group Impressions with Inter-Modal and Inter-Person Features, , , and , in: ACM Transactions on Multimedia Computing, Communications, and Applications, 15(1), 2019 |
|
| Multi-agent reinforcement learning for adaptive demand response in smart cities, , , , and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2019 |
[DOI] |
| Multi-Spectral Widefield Microscopy of the Beating Heart through Post-Acquisition Synchronization and Unmixing, , , and , in: 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019), Venice, Italy, pages 1382-1385, 2019 |
[DOI] |
| Multilingual Bottleneck Features for Query by Example Spoken Term Detection, , and , in: IEEE Automatic Speech Recognition and Understanding Workshop, 2019 |
|
| Multimodal Person Recognition in Audio-Visual Streams, , EPFL, 2019 |
[DOI] |
| Multispectral Deep Embeddings As a Countermeasure To Custom Silicone Mask Presentation Attacks, , and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2019 |
|
| On the choice of the low-dimensional domain for global optimization via random embeddings, , and , in: Journal of Global Optimization, 2019 |
[DOI] [URL] |
| On the Tunability of Optimizers in Deep Learning, , , , and , Idiap-RR-19-2019 |
[URL] |
| Overview of the 6th Workshop on Asian Translation, , in: Proceedings of the 6th Workshop on Asian Translation, Hong Kong, China, pages 1–35, Association for Computational Linguistics, 2019 |
[DOI] [URL] |
| PATHOLOGICAL SPEECH INTELLIGIBILITY ASSESSMENT BASED ON THE SHORT-TIME OBJECTIVE INTELLIGIBILITY MEASURE, , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK, pages 6405--6409, 2019 |
|
| Performance assessment of the BTDF data compression based on wavelet transforms in daylighting simulation, , and , in: Solar Energy, 2019 |
[DOI] |
| Processing Megapixel Images with Deep Attention-Sampling Models, and , Idiap-RR-07-2019 |
[URL] |
| Processing Megapixel Images with Deep Attention-Sampling Models, and , in: Proceedings of International Conference on Machine Learning, 2019 |
[URL] |
| Profile extrema for visualizing and quantifying uncertainties on excursion regions. Application to coastal flooding, , , and , in: Technometrics, 61(4):474-493, 2019 |
[DOI] [URL] |
| Recent Advances in Face Presentation Attack Detection, , , and , in: Handbook of Biometric Anti-Spoofing, Springer, 2019 |
[URL] |
| Reducing Noise in GAN Training with Variance Reduced Extragradient, , , and , in: Proceedings of the international conference on Neural Information Processing Systems, 2019 |
| Reinforcement learning of trajectory distributions: Applications in assisted teleoperation and motion planning, , , , , and , in: IEEE International Conference on Intelligent Robots and Systems, 2019 |
| Retrofitting, district heating and energy storage: neighborhood energy planning, , , , and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2019 |
[DOI] |
| SATokE: How can Syntax-Aware Contextualized Word Representations Benefit Implicit Discourse Relation Classification?, , , and , in: Ptroc. 2019 Conference sur l'Apprentissage automatique, 2019 |
| SCALAR: Simultaneous Calibration of 2-D Laser and Robot Kinematic Parameters Using Planarity and Distance Constraints, , and , in: IEEE Transactions on Automation Science and Engineering, 16(4):1971-1979, 2019 |
[DOI] |
| Segment-level training of ANNs based on acoustic confidence measures for hybrid HMM/ANN Speech Recognition, and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 |
|
| Selecting, Planning, and Rewriting: A Modular Approach for Data-to-Document Generation and Translation, , and , in: WNGT EMNLP, 2019 |
|
| Self-attention for Speech Emotion Recognition, , and , in: Proc. Interspeech 2019, 2019 |
[DOI] |
| Small Variance Asymptotics for Non-Parametric Online Robot Learning, and , in: International Journal of Robotics Research (IJRR), 38(1):3-22, 2019 |
|
| Sparse and Low-rank Modeling for Automatic Speech Recognition, , EPFL, 2019 |
[DOI] |
| Spectral Subspace Analysis for Automatic Assessment of Pathological Speech Intelligibility, , and , in: Proceedings of Interspeech, Graz, Austria, pages 3038--3042, 2019 |
|
| Split-pane electrochromic window control based on an embedded photometric device with real-time daylighting computing, , , , and , in: Building and Environment, 2019 |
[DOI] |
| SPOKEN LANGUAGE IDENTIFICATION USING LANGUAGE BOTTLENECK FEATURES, , , , , and , Idiap-RR-08-2019 |
|
| Spoken language identification using language bottleneck features, , , , , and , in: Proceedings of TSD, 2019 |
|
| STACKED NEURAL NETWORKS WITH PARAMETER SHARING FOR MULTILINGUAL LANGUAGE MODELING, , , , , and , Idiap-RR-12-2019 |
|
| Subunits Inference and Lexicon Development Based on Pairwise Comparison of Utterances and Signs, and , in: Information, 10:298, 2019 |
[DOI] [URL] |
| Super-gaussianity of Speech Spectral Coefficients as a Potential Biomarker for Dysarthric Speech Detection, and , in: IEEE International Conference on Acoustics, Speech and Signal Processing, 2019 |
| Tampered Speaker Inconsistency Detection with Phonetically Aware Audio-visual Features, , , , , , , and , in: International Conference on Machine Learning, 2019 |
|
| Temporal Super-Resolution Microscopy Using a Hue-Encoded Shutter, , , and , in: Optical Society of America Biomedical Optics Express, 10(09):4727-4741, 2019 |
[DOI] [URL] |
| The contexts of heavy drinking: A systematic review of the combinations of context-related factors associated with heavy drinking occasions, , , , and , in: PLOS ONE, 14(7):29, 2019 |
[DOI] [URL] |
| The Role of Sex and Age on Pre-drinking: An Exploratory International Comparison of 27 Countries, , , , and , in: Alcohol and Alcoholism, 54(4):378–385, 2019 |
[DOI] |
| The Simulation of Mean Radiant Temperature in Outdoor Conditions: A Review of Architectural Tools Calculation Assumptions, , , and , in: Proceedings of Building Simulation 2019: 16th Conference of IBPSA, 2019 |
| The Speed Submission to DIHARD II: Contributions & Lessons Learned, , , , , , , , , , , , , and , Idiap-RR-14-2019 |
|
| TOWARDS MULTILINGUAL SIGN LANGUAGE RECOGNITION, , and , Idiap-RR-16-2019 |
|
| Trustworthy speaker recognition with minimal prior knowledge using neural networks, , Ecole polytechnique fédérale de Lausanne (EPFL), 2019 |
[DOI] [URL] |
| Uncertainty-aware imitation learning using kernelized movement primitives, , , , and , in: IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019 |
|
| Understanding and Visualizing Raw Waveform-based CNNs, , , and , in: Proceedings of Interspeech, 2019 |
|
| Understanding Raw Waveform based CNN through Low-rank Spectro-Temporal Decoupling, , and , Idiap-RR-11-2019 |
|
| Understanding the performance gap: a machine learning approach on residential buildings in Turin, Italy, , , and , in: Journal of Physics: Conference Series, IOP Publishing Ltd, 2019 |
[DOI] |
| Using Speech Production Knowledge for Raw Waveform Modelling based Styrian Dialect Identification, and , in: Proceedings of Interspeech, 2019 |
|
| Validity of pervasive computing based continuous physical activity assessment in community-dwelling old and oldest-old, , , , , , , , , , , and , in: Scientific Reports, 9(9662), 2019 |
|
| Voice Presentation Attack Detection Using Convolutional Neural Networks, , , , , and , in: Handbook of Biometric Anti-Spoofing, pages 391--415, Springer, 2019 |
[URL] |
| Vulnerability assessment and detection of Deepfake videos, and , in: IAPR International Conference on Biometrics, 2019 |
|
| Vulnerability of Face Recognition to Deep Morphing, and , in: International Conference on Biometrics for Borders, 2019 |
|
| Weakly-Supervised Concept-based Adversarial Learning for Cross-lingual Word Embeddings, , and , in: Proc. 2019 Conference on Empirical Methods in Natural Language Processing, 2019 |
2018
| A Brief Survey on the Role of Dimensionality Reduction in Manipulation Learning and Control, , and , in: IEEE Robotics and Automation Letters (RA-L), 3(3):2608-2615, 2018 |
[DOI] [URL] |
| A Cross-database Study of Voice Presentation Attack Detection, and , in: Handbook of Biometric Anti-Spoofing: Presentation Attack Detection, 2nd Edition, Springer, 2018 |
| A Differential Approach for Gaze Estimation with Calibration, , , and , in: 29TH BRITISH MACHINE VISION CONFERENCE, 2018 |
|
| A Neural Model to Predict Parameters for a Generalized Command Response Model of Intonation, and , Idiap-RR-10-2018 |
|
| A Neural Model to Predict Parameters for a Generalized Command Response Model of Intonation, and , in: Proc. Interspeech 2018, pages 3147-3151, 2018 |
[DOI] |
| A Neural Model to Predict Parameters for a Generalized Command Response Model of Intonation, and , in: MLSLP-18 Proceedings, Hyderabad, 2018 |
[URL] |
| A Non-Euclidean Gradient Descent Framework for Non-Convex Matrix Factorization, , , , , and , in: IEEE Transactions on Signal Processing, 2018 |
|
| A Poisson regression approach to model monthly hail occurrence in Northern Switzerland using large-scale environmental variables, , and , in: Atmospheric Research, 203:261-274, 2018 |
[DOI] |
| A Tale of Two Interactions: Inferring Performance in Hospitality Encounters from Cross-Situation Social Sensing, , and , in: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2(129), 2018 |
|
| Analysis of eigenvalue decomposition-based late reverberation power spectral density estimation, and , in: IEEE Transaction on Acoustics, Speech and Language Processing, 26(6):1106-1118, 2018 |
|
| Analysis of Language Dependent Front-End for Speaker Recognition, , and , in: Proceedings of Interspeech 2018, Hyderabad, INDIA, pages 1101-1105, 2018 |
[DOI] |
| Beyond Weight Tying: Learning Joint Input-Output Embeddings for Neural Machine Translation, , and , in: Proceedings of the Third Conference on Machine Translation (WMT), 2018 |
|
| Bimanual Skill Learning with Pose and Joint Space Constraints, , , and , in: Proc. of the IEEE-RAS Intl Conf. on Humanoid Robots (Humanoids), 2018 |
|
| Building Blocks of Assistant Based Speech Recognition for Air Traffic Management Applications, , , , , , , and , in: Conference: SESAR Innovation Days 2018, European Union, Eurocontrol, Salzburg, Austria, SESARJU, 2018 |
[URL] |
| Check Out This Place: Inferring Ambiance from Airbnb Photos, , , and , in: IEEE transactions on Multimedia, 20(6):1499-1511, 2018 |
[DOI] [URL] |
| CNN based Query by Example Spoken Term Detection, , and , in: Proceedings of Interspeech, 2018 |
|
| Cognitive Speech Coding: Examining the Impact of Cognitive Speech Processing on Speech Compression, , and , in: IEEE Signal Processing Magazine, 35(3):97-109, 2018 |
[DOI] |
| Complexity reduction of eigenvalue decomposition-based diffuse power spectral density estimators using the power method, , and , in: Proc. International Conference on Acoustics, Speech, and Signal Processing, Calgary, Canada, pages 451-455, 2018 |
|
| Cross-lingual Adaptation of a CTC-based multilingual Acoustic Model, , and , in: Speech Communication, 104:39-46, 2018 |
[DOI] |
| Deep Neural Networks for Multiple Speaker Detection and Localization, , and , Idiap-RR-02-2018 |
|
| Deep Neural Networks for Multiple Speaker Detection and Localization, , and , in: 2018 IEEE International Conference on Robotics and Automation (ICRA), Brisbane, AUSTRALIA, pages 74-79, 2018 |
[DOI] |
| DeepFakes: a New Threat to Face Recognition? Assessment and Detection, and , Idiap-RR-18-2018 |
|
| Denoising and Raw-waveform Networks for Weakly-Supervised Gender Identification on Noisy Speech, , , , , and , in: Proceedings of Interspeech 2018, Hyderabad, INDIA, pages 292-296, 2018 |
[DOI] |
| Designing second order recurrent neural networks for prosody modelling, , Idiap-RR-16-2018 |
|
| Dexterous Underwater Manipulation from Distant Onshore Locations, , , , , , , , , , , , , , , , , , , , , , , , and , in: IEEE Robotics and Automation Magazine, 2018 |
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| DNN based speaker embedding using content information for text-dependent speaker verification, , , and , Idiap-RR-06-2018 |
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| Document-Level Neural Machine Translation with Hierarchical Attention Networks, , , and , in: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2018 |
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| DrinkSense: Characterizing Youth Drinking Behavior using Smartphones, , , , , and , in: IEEE Transactions on Mobile Computing, 2018 |
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| Enhancing Trust in eAssessment - the TeSLA System Solution, , , , and , in: Technology Enhanced Assessment Conference., 2018 |
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| Estimating orthant probabilities of high dimensional Gaussian vectors with an application to set estimation, and , in: Journal of Computational and Graphical Statistics, 27(2):255-267, 2018 |
[DOI] [URL] |
| Experimental evaluation of speech enhancement methods in remote microphone systems for hearing aids, , , , and , in: Proc. EuroNoise 2018, Crete, Greece, pages 351-358, 2018 |
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| Facing Employers and Customers: What Do Gaze and Expressions Tell About Soft Skills?, , , and , in: Proceedings of the 17th International Conference on Mobile and Ubiquitous Multimedia, Cairo, Egypt, pages 121-126, ASSOC COMPUTING MACHINERY, 2018 |
[DOI] |
| Flexible Automation Driven by Demonstration: Leveraging Strategies that Simplify Robotics, , , , , , and , in: IEEE Robotics and Automation Magazine (RAM), 25(2):18-27, 2018 |
[DOI] [URL] |
| Fusing TensorFlow with building energy simulation for intelligent energy management in smart cities, , , and , in: Sustainable Cities and Society, 2018 |
[DOI] |
| Generalizing Robot Imitation Learning with Invariant Hidden Semi-Markov Models, , , , , , , and , in: 13th Intl Workshop on the Algorithmic Foundations of Robotics (WAFR), 2018 |
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| Generative Models for Learning Robot Manipulation Skills from Humans, , Ecole Polytechnique Federale de Lausanne, 2018 |
[DOI] |
| Geodesic Convolutional Shape Optimization, , , and , in: Proceedings of the International Conference on Machine Learning, 2018 |
| Geometric calibration of Colour and Stereo Surface Imaging System of ESA's Trace Gas Orbiter, , , , , , , and , in: Advances in Space Research, 2018 |
| Gradient-based spectral visualization of CNNs using raw waveforms, , , and , Idiap-RR-11-2018 |
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| How to Tell Ancient Signs Apart? Recognizing and Visualizing Maya Glyphs with CNNs, , and , in: ACM Journal on Computing and Cultural Heritage (JOCCH), 11(4):20, 2018 |
[DOI] |
| Implémentation d'un algorithme de réduction de taille des réseaux de neurones, , Idiap-RR-03-2018 |
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| Implementing Fusion Techniques for the Classification of Paralinguistic Information, , , and , in: Proceedings of Interspeech 2018, pages 526-530, 2018 |
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| Improving the conditioning of the optimization criterion in acoustic multi-channel equalization using shorter reshaping filters, and , in: EURASIP Journal on Advances in Signal Processing(11), 2018 |
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| Integrating Weakly Supervised Word Sense Disambiguation into Neural Machine Translation, , , and , in: Transactions of the Association for Computational Linguistics (TACL), 2018 |
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| Investigating Depth Domain Adaptation for Efficient Human Pose Estimation, , , and , in: European Conference on Computer Vision - Workshops, 2018 |
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| Iterative alternating least-aquares approach to jointly estimate the RETFs and the diffuse PSD, , and , in: Proc. ITG conference on Speech Communication, Oldenburg, Germany, 2018 |
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| Iterative Learning of Speech Recognition Models for Air Traffic Control, , , , , , and , in: Proceedings of Interspeech 2018, ISCA, Hyderabad, India, pages 3519-3523, 2018 |
[DOI] |
| Joint late reverberation and noise power spectral density estimation in a spatially homogeneous noise field, and , in: Proc. International Conference on Acoustics, Speech, and Signal Processing, Calgary, Canada, pages 441-445, 2018 |
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| Knowledge Transfer with Jacobian Matching, and , Idiap-RR-04-2018 |
[URL] |
| Knowledge Transfer with Jacobian Matching, and , in: Proceedings of the International Conference on Machine Learning, 2018 |
[URL] |
| Kronecker Recurrent Units, , and , in: Proceedings of the International Conference on Machine Learning, 2018 |
| Learning embeddings: efficient algorithms and applications, , École Polytechnique Fédérale de Lausanne, 2018 |
[DOI] |
| Learning-Based Compressive MRI, , , , , , and , in: IEEE Transactions on Medical Imaging, 2018 |
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| Leveraging Convolutional Pose Machines for Fast and Accurate Head Pose Estimation, , and , in: 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Madrid, SPAIN, pages 1089-1094, IEEE, 2018 |
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| Local Affine Approximations for Improving Knowledge Transfer, and , Idiap-Com-01-2018 |
[URL] |
| Looking South: Learning Urban Perception in Developing Cities, , and , in: ACM Transactions on Social Computing, 2018 |
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| Low-latency speaker spotting with online diarization and detection, , , , , , , , and , in: The Speaker and Language Recognition Works |