All publications
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2023
| Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language Understanding, and , in: Proc. INTERSPEECH 2023, pages 1109-1113, 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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| Bridging the Gap: Heterogeneous Face Recognition with Conditional Adaptive Instance Modulation, and , Idiap-RR-09-2023 |
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| Implementing contextual biasing in GPU decoder for online ASR, , , , , , and , in: Proc. Interspeech 2023, 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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| Development of 3D-printed Patient-Specific Anatomical Braces (PSAB) for Distal Radius and Scaphoid Fractures, , , , , , and , in: Journal of wrist Surgery, 2023 |
| 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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| Can Self-Supervised Neural Representations Pre-Trained on Human Speech distinguish Animal Callers?, and , in: Proceedings of Interspeech, 2023 |
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| Implementing contextual biasing in GPU decoder for online ASR, , , , , , and , Idiap-RR-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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| Approximating Optimal Morphing Attacks using Template Inversion, , and , Idiap-RR-07-2023 |
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| 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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| 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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| 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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| 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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| Learning and Optimization of Anticipatory Feedback Controllers for Robot Manipulation, , École Polytechnique Fédérale de Lausanne, 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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| 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), pages 17408-17419, 2023 |
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| Confidence Matters : Applications to Semantic Segmentation, , École polytechnique fédérale de Lausanne, 2023 |
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| 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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| 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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| 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: 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 |
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