All publications
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2021
| Signal-to-signal neural networks for improved spike estimation from calcium imaging data, , , and , in: PLoS Computational Biology, 17(3):1--19, 2021 |
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| A Bayesian Interpretation of the Light Gated Recurrent Unit, and , in: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing, 2021 |
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| 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 |
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| Learning Constrained Distributions of Robot Configurations with Generative Adversarial Network, , , and , in: IEEE Robotics and Automation Letters, 2021 |
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| 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 |
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| Learning Optimal Impedance Control During Complex 3D Arm Movements, , , , and , in: IEEE Robotics and Automation Letters (RA-L), 6(2):1248-1255, 2021 |
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| Cross Modal Focal Loss for RGBD Face Anti-Spoofing, and , in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021 |
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| Active Learning of Bayesian Probabilistic Movement Primitives, , , and , in: IEEE Robotic and Automation Letters, 2021 |
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| Probabilistic Adaptive Control for Robust Behavior Imitation, , and , in: IEEE Robotics and Automation Letters, 2021 |
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| On The Relationship Between Speech-based Breathing Signal Prediction Evaluation Measures And Breathing Parameters Estimation, , , , and , in: Proc. of ICASSP, 2021 |
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| Automatic and perceptual discrimination between dysarthria, apraxia of speech, and neurotypical speech, , , and , in: IEEE International Conference on Acoustics, Speech and Signal Processing, 2021 |
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| Evaluation of Urban Scale Building Energy-Use Models and Tools – Application for the City of Fribourg, Switzerland, , , and , in: Sustainability, 13(7), 2021 |
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| 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 |
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| Challenges for Using Impact Regularizers to Avoid Negative Side Effects, , and , in: SafeAI 2021 - AAAI's Workshop on Artificial Intelligence Safety, 2021 |
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| Utterance Verification-based Dysarthric Speech Intelligibility Assessment using Phonetic Posterior Features, and , in: IEEE Signal Processing Letters, 28:224 - 228, 2021 |
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| Smartphone Sensing for the Well-being of Young Adults: A Review, and , in: IEEE Access, 2021 |
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| An Attention Mechanism for Deep Q-Networks with Applications in Robotic Pushing, , and , Idiap-RR-03-2021 |
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| 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 |
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| Geometry-aware Manipulability Learning, Tracking and Transfer, , , and , in: International Journal of Robotic Research, 40(2-3):624-650, 2021 |
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| A Bayesian Approach to Recurrence in Neural Networks, and , in: IEEE Transactions on Pattern Analysis and Machine Intelligence, 43(8):2527--2537, 2021 |
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| Probabilistic Symbol Sequence Matching and its Application to Pathological Speech Intelligibility Assessment, , and , Idiap-RR-01-2021 |
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| Multilingual and Unsupervised Subword Modeling for Zero-Resource Languages, , and , in: Computer Speech and Language, 65, 2021 |
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| A Differential Approach for Gaze Estimation, , and , in: IEEE Transaction on Pattern Analysis and Machine Intelligence, 43(3):1092--1098, 2021 |
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| Broadcast Media Content Categorization Using Low-Resolution Concepts, , , , and , Idiap-RR-06-2021 |
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| CHALLENGES IN BROADCAST MEDIA CONTENT CATEGORIZATION, , and , Idiap-RR-02-2021 |
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| Cross-lingual Automatic Speech Recognition Exploiting Articulatory Features, , , , and , Idiap-RR-05-2021 |
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2020
| The societal and ethical relevance of computational Creativity, , and , in: Proceedings of the International Conference on Computational Creativity, 2020 |
| 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 |
| Accurate Nod and 3D Gaze Estimation for Social Interaction Analysis, , EDEE, EPFL, 2020 |
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| Discourse Phenomena in Machine Translation, , École polytechnique fédérale de Lausanne, 2020 |
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| 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 |
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| 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 |
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| Predicting the Causal Effect Relationship Between COPD and Cardio Vascular Diseases, , , and , in: Informatica, 44(4), 2020 |
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| Unsupervised Representation Learning for Gaze Estimation, and , in: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 |
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| Paraspeckle components NONO and PSPC1 are not mislocalized from motor neuron nuclei in sporadic ALS, , , , , and , in: Brain, 2020 |
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| Mammary epithelial morphogenesis in 3D combinatorial microenvironments, , , and , in: Scientific Reports, 10(1), 2020 |
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| Author Profiling in Social Media with Multimodal Information., , , and , in: In Journal of Computacion y Sistemas (CyS), 24(3), 2020 |
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| Real-Time Segmentation Networks should be Latency Aware, and , in: Asian Conference on Computer Vision, 2020 |
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| Fairness in Biometrics: a figure of merit to assess biometric verification systems, and , in: arXiv, 2020 |
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| Subspace-based Learning for Automatic Dysarthric Speech Detection, , and , in: IEEE Signal Processing Letters, 2020 |
| COMPARISON OF SUBWORD SEGMENTATION METHODS FOR OPEN-VOCABULARYEND-TO-END SPEECH RECOGNITION, , , and , Idiap-RR-34-2020 |
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| LATTICE-FREE MMI ADAPTATION OF SELF-SUPERVISED PRETRAINED ACOUSTIC MODELS, , and , Idiap-RR-40-2020 |
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| Fast Transformers with Clustered Attention, , and , in: Proceedings of the International Conference on Neural Information Processing Systems, 2020 |
| Partially-supervised Mention Detection, and , in: Proceedings of the Third Workshop on Computational Models of Reference, Anaphora and Coreference, 2020 |
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| 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 |
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| 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 |
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| BertAA: BERT fine-tuning for Authorship Attribution, , , and , in: Proceedings of the 17th International Conference on Natural Language Processing, 2020 |
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| Free annotated data for deep learning in microscopy? A hitchhiker's guide, and , in: Photoniques(104):30-33, 2020 |
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