Addressing Failure Prediction by Learning Model Confidence C Corbière, N Thome, A Bar-Hen, M Cord, P Pérez Advances in Neural Information Processing Systems 32, 2902--2913, 2019 | 285 | 2019 |
Leveraging weakly annotated data for fashion image retrieval and label prediction C Corbiere, H Ben-Younes, A Ramé, C Ollion Proceedings of the IEEE international conference on computer vision …, 2017 | 115 | 2017 |
Confidence estimation via auxiliary models C Corbiere, N Thome, A Saporta, TH Vu, M Cord, P Perez IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (10), 6043 …, 2021 | 40 | 2021 |
Beyond first-order uncertainty estimation with evidential models for open-world recognition C Corbière, M Lafon, N Thome, M Cord, P Pérez ICML 2021 Workshop on Uncertainty and Robustness in Deep Learning, 2021 | 4 | 2021 |
Apprentissage profond robuste pour la conduite autonome C Corbière HESAM Université, 2022 | 2* | 2022 |
Take One Gram of Neural Features, Get Enhanced Group Robustness S Roburin, C Corbière, G Puy, N Thome, M Aubry, R Marlet, P Pérez arXiv preprint arXiv:2208.12625, 2022 | 1 | 2022 |
Effective Uncertainty Estimation with Evidential Models for Open-World Recognition C Corbière, M Lafon, N THOME, M Cord, P Perez | | 2021 |