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Charles Corbière
Charles Corbière
Postdoctoral Researcher, EPFL
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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
2652019
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
1102017
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
352021
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
42021
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
12022
Effective Uncertainty Estimation with Evidential Models for Open-World Recognition
C Corbière, M Lafon, N THOME, M Cord, P Perez
2021
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