Adapt: Awesome domain adaptation python toolbox A de Mathelin, M Atiq, G Richard, A de la Concha, M Yachouti, ... arXiv preprint arXiv:2107.03049, 2021 | 53 | 2021 |
Adversarial weighting for domain adaptation in regression A de Mathelin, G Richard, F Deheeger, M Mougeot, N Vayatis 2021 IEEE 33rd International Conference on Tools with Artificial …, 2021 | 42 | 2021 |
Unsupervised multi-source domain adaptation for regression G Richard, A Mathelin, G Hébrail, M Mougeot, N Vayatis Machine Learning and Knowledge Discovery in Databases: European Conference …, 2021 | 28 | 2021 |
Discrepancy-based active learning for domain adaptation A de Mathelin, F Deheeger, M Mougeot, N Vayatis International Conference on Learning Representations, 2021 | 21* | 2021 |
Unsupervised Domain Adaptation for Constraining Star Formation Histories S Gilda, A de Mathelin, S Bellstedt, G Richard arXiv preprint arXiv:2112.14072, 2021 | 6 | 2021 |
From Theoretical to Practical Transfer Learning: The ADAPT Library A de Mathelin, F Deheeger, M Mougeot, N Vayatis Federated and Transfer Learning, 283-306, 2022 | 5 | 2022 |
Deep Anti-Regularized Ensembles provide reliable out-of-distribution uncertainty quantification A de Mathelin, F Deheeger, M Mougeot, N Vayatis arXiv preprint arXiv:2304.04042, 2023 | 4 | 2023 |
Handling Distribution Shift in Tire Design A de Mathelin, F Deheeger, M Mougeot, N Vayatis NeurIPS 2021 Workshop on Distribution Shifts: Connecting Methods and …, 2021 | 4 | 2021 |
Maximum Weight Entropy A de Mathelin, F Deheeger, M Mougeot, N Vayatis arXiv preprint arXiv:2309.15704, 2023 | 3 | 2023 |
Fast and Accurate Importance Weighting for Correcting Sample Bias A de Mathelin, F Deheeger, M Mougeot, N Vayatis Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022 | 3 | 2022 |
A Binded VAE for Inorganic Material Generation F Oubari, A De Mathelin, R Décatoire, M Mougeot arXiv preprint arXiv:2112.09570, 2021 | 3 | 2021 |
SKADA-Bench: Benchmarking Unsupervised Domain Adaptation Methods with Realistic Validation Y Lalou, T Gnassounou, A Collas, A de Mathelin, O Kachaiev, A Odonnat, ... arXiv preprint arXiv:2407.11676, 2024 | | 2024 |
scikit-adaptation/skada T Gnassounou, O Kachaiev, R Flamary, A Collas, Y Lalou, A de Mathelin, ... | | 2024 |
Personalized One-Shot Collaborative Learning M Garin, A De Mathelin, M Mougeot, N Vayatis 2023 IEEE 35th International Conference on Tools with Artificial …, 2023 | | 2023 |