All publications
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2022
| Efficient Wind Speed Nowcasting with GPU-Accelerated Nearest Neighbors Algorithm, , and , Idiap-RR-05-2022 |
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| Biometric Template Protection for Neural-Network-based Face Recognition Systems: A Survey of Methods and Evaluation Techniques, and , in: arXiv, 2022 |
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| 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 |
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| Social Robot Co-Design Canvases: A Participatory Design Framework, , , and , in: ACM Transactions on Human-Robot Interaction, 11(1), 2022 |
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| Towards Protecting Face Embeddings in Mobile Face Verification Scenarios, and , in: arXiv, 2022 |
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| Adjustable Deterministic Pseudonymization of Speech, , and , in: Computer, Speech & Language, 72, 2022 |
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| Robust Unsupervised Gaze Calibration using Conversation and Manipulation Attention Priors, and , in: ACM Transactions on Multimedia Computing, Communications, and Applications, 18(1):26, 2022 |
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| Applying Attention Based Models for Detecting Cognitive Processes and Mental Health Conditions, , , and , Idiap-RR-01-2022 |
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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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| Who Sees What? Examining Urban Impressions in Global South Cities, , , and , in: Human Perception of Visual Information: Psychological and Computational Perspectives, Springer, 2022 |
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| 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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| SPARSE AUTOENCODERS TO ENHANCE SPEECH RECOGNITION, and , Idiap-RR-10-2022 |
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| Planning and control of robot manipulation tasks, , Idiap-Com-01-2022 |
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| End-to-end Accented Speech Recognition, , and , Idiap-RR-04-2022 |
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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 |
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| 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 |
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| Efficient Depth-based Deep Learning Methods for Multi-Party Pose Estimation, , École polytechnique fédérale de Lausanne, 2021 |
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| Gradient-based Methods for Deep Model Interpretability, , École polytechnique fédérale de Lausanne, 2021 |
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| Learning strategies and representations for intuitive robot learning from demonstration, , EPFL, 2021 |
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| Towards Protecting Face Embeddings in Mobile Face Verification Scenarios, and , in: arXiv, 2021 |
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| Towards Protecting Face Embeddings in Mobile Face Verification Scenarios, and , in: arXiv, 2021 |
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| Biometric Template Protection for Neural-Network-based Face Recognition Systems: A Survey of Methods and Evaluation Techniques, and , in: arXiv, 2021 |
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| Domain-Adversarial Based Model with Phonological Knowledge for Cross-Lingual Speech Recognition, , , , , and , in: Electronics, 10(24):1-15, 2021 |
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| 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 |
| Analysis of Vector Representations in Maintenance Logs in the Industry: Towards an Information Retrieval System, , , and , in: Journal of Research in Computing Science, 2021 |
| Topic analysis and tracking from Mexico's President daily press briefing, , and , in: Journal of Research in Computing Science, 2021 |
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| Improving Generalization of Deepfake Detection with Data Farming and Few-Shot Learning, and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2021 |
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| 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 |
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| 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 |
| 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 |
| 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 |
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| 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 |
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| Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation, and , Idiap-RR-21-2021 |
| ParsiNLU: A Suite of Language Understanding Challenges for Persian, , , , , , , , , , , , , , , , , , , , , and , in: TACL, 2021 |
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| Compacter: Efficient Low-Rank Hypercomplex Adapter Layers, , and , in: NeurIPS, 2021 |
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| Fairness in Biometrics: a figure of merit to assess biometric verification systems, and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2021 |
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| 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 |
| 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 |
| 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 |
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| Number and quality of diagrams in scholarly publications is associated with number of citations, , and , in: Diagrams, 2021 |
| Structuralist analysis for neural network system diagrams, , and , in: Diagrams, 2021 |
| Scholarly AI system diagrams as an access point to mental models, , and , in: Diagrams, 2021 |
| Similarity-Based Equational Inference in Physics, and , in: Physics Review Research, 2021 |
| Disentangling Generative Factors in Natural Language with Discrete Variational Autoencoders, and , in: The 2021 Conference on Empirical Methods in Natural Language Processing, 2021 |
| 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 |
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| Measuring Speech Recognition And Understanding Performance in Air Traffic Control Domain Beyond Word Error Rates, , , , , , , , and , in: 11th SESAR Innovation Days, 2021 |
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| 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 |
| Automated and unbiased discrimination of ALS from control tissue at single cell resolution, , , , , , , , and , in: Brain Pathology, 2021 |
| Cytoplasmic cleavage of IMPA1 3' UTR is necessary for maintaining axon integrity, , , , , , , , , , and , in: Cell Reports, 2021 |
| Aberrant cytoplasmic intron retention is a blueprint for RNA binding protein mislocalization in VCP-related amyotrophic lateral sclerosis, , , , , , , , and , in: Brain, 2021 |
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