domain adaptation
Publications for keyword "domain adaptation"
2024
| M3BAT: Unsupervised Domain Adaptation for Multimodal Mobile Sensing with Multi-Branch Adversarial Training, , and , in: PACM on Interactive, Mobile, Wearable, and Ubiquitous Technologies (IMWUT), 8(2):46, 2024 |
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2022
| Domain-Specific Adaptation of CNN for Detecting Face Presentation Attacks in NIR, , , , , , , and , in: IEEE Transactions on Biometrics, Behavior, and Identity Science, 2022 |
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2021
| A Sensor-Driven Visit Detection System in Older Adults’ Homes: Towards Digital Late-Life Depression Marker Extraction, , , , , , , , , , and , in: IEEE Journal of Biomedical And Health Informatics, 26(4):1560-1569, 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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2020
| DOMAIN ADAPTATION FOR GENERALIZATION OF FACE PRESENTATION ATTACK DETECTION IN MOBILE SETTINGS WITH MINIMAL INFORMATION, , and , in: 45th International Conference on Acoustics, Speech, and Signal Processing, Barcelona, Spain, IEEE, 2020 |
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| Language model domain adaptation for automatic speech recognition, , and , Idiap-RR-05-2020 |
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2019
| Adaptation of Multiple Sound Source Localization Neural Networks with Weak Supervision and Domain-Adversarial Training, , and , in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, United Kingdom, pages 770-774, 2019 |
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2018
| Theory and Algorithms for Hypothesis Transfer Learning, , EPFL, 2018 |
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2017
| A Domain Adaptation Approach to Improve Speaker Turn Embedding Using Face Representation, and , in: ACM International Conference on Multimodal Interaction, Glasgow, Scotland, ACM, 2017 |
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2013
| From N to N+1: Multiclass Transfer Incremental Learning, , and , in: Proceedings of the Conference on Computer Vision and Pattern Recognition, 2013 |
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| Learning to Learn by Exploiting Prior Knowledge, , EDIC, 2013 |
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| Stability and Hypothesis Transfer Learning, and , in: International Conference on Machine Learning, 2013 |
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2012
| Impact du degré de supervision sur l'adaptation à un domaine d'un modèle de langage à partir du Web, , , and , in: Actes de la conference conjointe JEP-TALN-RECITAL 2012, Grenoble, France, pages 193-200, ATALA/AFCP, 2012 |
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| Impact du degré de supervision sur l'adaptation à un domaine d'un modèle de langage à partir du Web, , , and , Idiap-RR-23-2012 |
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| Supervised and unsupervised Web-based language model domain adaptation, , , and , Idiap-RR-22-2012 |
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| Supervised and unsupervised Web-based language model domain adaptation, , , and , in: Proceedings of Interspeech, Portland, Oregon, USA, pages to appear, 2012 |
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