All publications
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2023
| Sparse Autoencoders for Speech Modeling and Recognition, , École polytechnique fédérale de Lausanne, 2023 |
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| Towards learning emotion information from short segments of speech, , , , and , in: Proceedings of IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Rhodes Island, Greece, IEEE, 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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| 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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| 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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| 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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| A Bayesian approach to machine learning model comparison, , Idiap-Com-01-2023 |
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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 |
| VP-STO: Via-point-based Stochastic Trajectory Optimization for Reactive Robot Behavior, , , and , Idiap-RR-04-2023 |
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| ID and OOD performance are sometimes inversely correlated on real-world datasets, , , and , in: Advances in Neural Information Processing Systems (NeurIPS), 2023 |
| 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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| 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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| 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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| GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation, , , and , in: 32nd USENIX Security Symposium (USENIX Security 23), 2023 |
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| Combining Social and Intrinsically-Motivated Learning for Multi-Task Robot Skill Acquisition, and , in: IEEE Transactions on Cognitive and Developmental Systems, 15(2):385-394, 2023 |
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| Inducing Meaningful Units from Character Sequences with Dynamic Capacity Slot Attention, and , in: Transactions on Machine Learning Research, 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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| When Differential Privacy Meets Graph Neural Networks, and , Idiap-RR-06-2023 |
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2022
| Demystifying the Scribes behind the Voynich Manuscript using Computational Linguistic Techniques, , and , in: Proceedings of the 1st International Conference on the Voynich Manuscript, 2022 |
| UM-DFKI Maltese Speech Translation, , , , , , , , , and , in: Proceedings of the 20th International Conference on Spoken Language Translation (IWSLT 2023), 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 |
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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 |
| Predicting is not understanding: Recognizing and addressing underspecification in machine learning, , and , in: European Conference on Computer Vision, pages 458-476, Springer, 2022 |
| Stop Wasting my FLOPS: Improving the Efficiency of Deep Learning Models, , École Polytechnique Fédérale de Lausanne, 2022 |
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| Automatic pathological speech assessment, , École polytechnique fédérale de Lausanne, 2022 |
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| Ranking parameters in urban energy models for various building forms and climates using sensitivity analysis, , , and , in: Building Simulation, 2022 |
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| Graph Refinement for Coreference Resolution, and , in: Findings of Association for >Computational Linguistics: ACL 2022, 2022 |
| Why Scholars Are Diagramming Neural Network Models, , and , in: 13th International Conference on the Theory and Application of Diagrams, 2022 |
| Shallow Discourse Parsing for Open Information Extraction and Text Simplification, , and , in: 3rd Workshop on Computational Approaches to Discourse (CODI) @ COLING, 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 |
| 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 |
| Patient Attrition in Molecular Tumour Boards: A Systematic Review, , , , , and , in: British Journal of Cancer, 2022 |
| Symmetry-induced Disentanglement on Graphs, , and , in: Advances in Neural Information Processing Systems 35, 2022 |
| Transformers and the representation of biomedical background knowledge, , , , , and , in: Computational Linguistics, 2022 |
| Towards energy hubs: an innovative Geographic Information System based approach for cluster definition, , , and , in: ICREC 2022 Conference Proceedings, 2022 |
| 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 |
| Speech and Natural Language Processing Technologies for Pseudo-Pilot Simulator, , , , , and , in: 12th SESAR Innovation Days, 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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| Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation, and , in: Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), Association for Computational Linguistics, Online, pages 468–488, 2022 |
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| 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 |
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| 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 |
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| Low-Level Physiological Implications of End-to-End Learning for Speech Recognition, and , in: Proc. Interspeech 2022, pages 749--753, 2022 |
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| Natural Language Processing in Healthcare, , , , and , Taylor & Francis Groups, 2022 |
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| 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 |
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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 |
| 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 |
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| Meta-analysis of the amyotrophic lateral sclerosis spectrum uncovers genome instability, , , , , , , , , , , and , in: BioRxiv, 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 |
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| The RNA Binding proteome of axonal mRNAs in sympathetic neurons, , and , in: BioRxiv, 2022 |
| Physiological intron retaining transcripts in the cytoplasm abound during human motor neurogenesis, , , , , , , , and , in: Genome Research, 2022 |
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