| Achieving robustness in classification using optimal transport with hinge regularization M Serrurier, F Mamalet, A González-Sanz, T Boissin, JM Loubes, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 45 | 2021 |
| Craft: Concept recursive activation factorization for explainability T Fel, A Picard, L Bethune, T Boissin, D Vigouroux, J Colin, R Cadène, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 41 | 2023 |
| Pay attention to your loss: understanding misconceptions about lipschitz neural networks L Béthune, T Boissin, M Serrurier, F Mamalet, C Friedrich, ... Advances in Neural Information Processing Systems 35, 20077-20091, 2022 | 32* | 2022 |
| Xplique: A deep learning explainability toolbox T Fel, L Hervier, D Vigouroux, A Poche, J Plakoo, R Cadene, M Chalvidal, ... arXiv preprint arXiv:2206.04394, 2022 | 18 | 2022 |
| Fairness seen as global sensitivity analysis C Bénesse, F Gamboa, JM Loubes, T Boissin Machine Learning, 1-28, 2022 | 13 | 2022 |
| On the explainable properties of 1-Lipschitz Neural Networks: An Optimal Transport Perspective M Serrurier, F Mamalet, T Fel, L Béthune, T Boissin Advances in Neural Information Processing Systems 36, 2024 | 6* | 2024 |
| Unlocking Feature Visualization for Deep Network with MAgnitude Constrained Optimization FEL Thomas, T Boissin, V Boutin, AM Picard, P Novello, J Colin, D Linsley, ... Thirty-seventh Conference on Neural Information Processing Systems, 2023 | 5* | 2023 |
| Dp-sgd without clipping: The lipschitz neural network way L Béthune, T Masséna, T Boissin, Y Prudent, C Friedrich, F Mamalet, ... arXiv preprint arXiv:2305.16202, 2023 | 3 | 2023 |
| Robust one-class classification with signed distance function using 1-lipschitz neural networks L Béthune, P Novello, T Boissin, G Coiffier, M Serrurier, Q Vincenot, ... arXiv preprint arXiv:2303.01978, 2023 | 3 | 2023 |
| Adversarial alignment: Breaking the trade-off between the strength of an attack and its relevance to human perception D Linsley, P Feng, T Boissin, AK Ashok, T Fel, S Olaiya, T Serre arXiv preprint arXiv:2306.03229, 2023 | 1 | 2023 |
Louis BéthuneAppleAdresse e-mail validée de apple.com
