All publications
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2022
| Paumer: Patch Pausing Transformer for Semantic Segmentation, , and , in: 33th British Machine Vision Conference 2022, London, UK, 21 - 24 November 2022, 2022 |
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| Towards Automatic Prediction of Non-Expert Perceived Speech Fluency Ratings, , , and , in: ACM International Conference on Multimodal Interaction (ICMI Companion), 2022 |
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| Towards Accessible Sign Language Learning and Assessment, , , and , in: ACM International Conference on Multimodal Interaction, Bangalore, INDIA, pages 626-631, 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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| Leveraging Events Sub-Categories for Violent-Events Detection in Social Media, , and , in: Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022), 2022 |
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| The Winning Approach for the Recommendation Systems Shared Task @REST_MEX 2022, , , , and , in: Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022), 2022 |
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| UNSL at eRisk 2022: Decision policies with history for early classification, , , and , in: CEUR Workshop Proceedings, 2022 |
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| IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model, , , , , , and , Idiap-RR-12-2022 |
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| IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach, , , , , , and , Idiap-RR-13-2022 |
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| Speaker recognition on mono-channel telephony recordings, , , , and , in: The Speaker and Language Recognition Workshop, 2022 |
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| A surrogate gradient spiking baseline for speech command recognition, and , in: Frontiers in Neuroscience, 2022 |
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| 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 |
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| Hybrid Protection of Biometric Templates by Combining Homomorphic Encryption and Cancelable Biometrics, , , , , and , in: Proceedings of the 2022 International Joint Conference on Biometrics (IJCB), Abu Dhabi, United Arab Emirates (UAE), IEEE, 2022 |
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| Indexing Protected Deep Face Templates by Frequent Binary Patterns, , , , and , in: Proceedings of the 2022 International Joint Conference on Biometrics (IJCB), Abu Dhabi, United Arab Emirates (UAE), IEEE, 2022 |
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| 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 |
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| SPEECH MODELING USING SPARSE AUTOENCODERS, and , Idiap-RR-11-2022 |
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| Comparing Biosignal and Acoustic feature Representation for Continuous Emotion Recognition, , , , and , in: International Multimodal Sentiment Analysis Workshop and Challenge, 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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| Eight Years of Face Recognition Research: Reproducibility, Achievements and Open Issues, , , , , and , Idiap-RR-09-2022 |
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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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| On the detection of morphing attacks generated by GANs, and , in: 21st International Conference of the Biometrics Special Interest Group (BIOSIG 2022), 2022 |
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| HyperMixer: An MLP-based Green AI Alternative to Transformers, , , , , , and , in: arxiv, 2022 |
| A Variational AutoEncoder for Transformers with Nonparametric Variational Information Bottleneck, and , in: arxiv, 2022 |
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| DeepCon: An End-to-End Multilingual Toolkit for Automatic Minuting of Multi-Party Dialogues, , , and , in: Special Interest Group on Discourse and Dialogue (SIGDIAL 2022), 2022 |
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| Team Innovators at SemEval-2022 for Task 8: Multi-Task Training with Hyperpartisan and Semantic Relation for Multi-Lingual News Article Similarity, , , , and , in: Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022), NAACL 2022, 2022 |
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| DHgeN: Automated Generation of District Heating Network Layouts for Feasibility Studies, and , in: -, 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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| On-demand compute reduction with stochastic wav2vec 2.0, , , and , in: Proceedings of Interspeech, 2022 |
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| Towards Lifelong Human Assisted Speaker Diarization, , , , , , , , , , , , and , in: Computer Speech & Language, 2022 |
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| Reactive Anticipatory Robot Skills with Memory, , and , in: The International Symposium on Robotics Research, 2022 |
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| Modeling and Optimal Control of the Open Torque-Controlled Quadruped Robot Solo-12, , Idiap-Com-02-2022 |
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| On the detection of morphing attacks generated by GANs, and , Idiap-RR-07-2022 |
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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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| Face Anthropometry Aware Audio-visual Age Verification, and , in: ACM Multimedia, 2022 |
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| Learning to Guide Online Multi-Contact Receding Horizon Planning, , , , , and , in: Proc. IEEE/RSJ Intl Conf. on Intelligent Robots and Systems (IROS), 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 |
| 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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| From Undercomplete to Sparse Overcomplete Autoencoders to Improve LF-MMI Speech Recognition, and , in: Proceedings of Interspeech Conference, 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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| Memory of Motion for Initializing Optimization in Robotics, , École Polytechnique Fédérale de Lausanne, 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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| 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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| On Breathing Pattern Information in Synthetic Speech, and , in: Proceedings of Interspeech, 2022 |
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| Unsupervised Voice Activity Detection by Modeling Source and System Information using Zero Frequency Filtering, , and , in: Proceedings of Interspeech, 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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| Comparing supervised and self-supervised embedding for ExVo Multi-Task learning track, , , and , in: Proceedings of the ICML Expressive Vocalizations Workshop held in conjunction with the 39th International Conference on Machine Learning, Maryland, USA, 2022 |
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| Using synthetic fingerprint images to test the performance of an AFIS system, , Université de Lausanne, 2022 |
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| Autoencoders Reloaded, and , in: Springer Biological Cybernetics, 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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| 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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