Follow
Kilian Fatras
Kilian Fatras
PostDoctoral Fellow
Verified email at mila.quebec - Homepage
Title
Cited by
Cited by
Year
POT: Python Optimal Transport
R Flamary, N Courty, A Gramfort, MZ Alaya, A Boisbunon, S Chambon, ...
Journal of Machine Learning Research 22 (78), 1-8, 2021
351*2021
Learning with minibatch Wasserstein: asymptotic and gradient properties
K Fatras, Y Zine, R Flamary, R Gribonval, N Courty
the 23nd International Conference on Artificial Intelligence and Statistics 108, 2020
382020
Unbalanced minibatch optimal transport; applications to domain adaptation
K Fatras, T Séjourné, R Flamary, N Courty
International Conference on Machine Learning, 3186-3197, 2021
332021
Minibatch optimal transport distances; analysis and applications
K Fatras, Y Zine, S Majewski, R Flamary, R Gribonval, N Courty
arXiv preprint arXiv:2101.01792, 2021
152021
Wasserstein Adversarial Regularization for learning with label noise
K Fatras, BB Damodaran, S Lobry, R Flamary, D Tuia, N Courty
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
14*2021
Proximal Splitting Meets Variance Reduction
F Pedregosa, K Fatras, M Casotto
The 22nd International Conference on Artificial Intelligence and Statistics …, 2018
102018
Generating natural adversarial Remote Sensing Images
JC Burnel, K Fatras, R Flamary, N Courty
IEEE Transactions on Geoscience and Remote Sensing 60, 1-14, 2021
6*2021
On making optimal transport robust to all outliers
K Fatras
arXiv preprint arXiv:2206.11988, 2022
2022
Optimal transport meets noisy label robust loss and MixUp regularization for domain adaptation
K Fatras, H Naganuma, I Mitliagkas
arXiv preprint arXiv:2206.11180, 2022
2022
Deep learning and optimal transport: learning from one another
K Fatras
Université de Bretagne Sud, 2021
2021
Generating natural adversarial hyperspectral examples with a modified wasserstein GAN
JC Burnel, K Fatras, N Courty
arXiv preprint arXiv:2001.09993, 2020
2020
Awesome Open Source Awesome Open Source
SO Twitter
International Journal of Corpus Linguistics 8 (2), 209-243, 2020
2020
The system can't perform the operation now. Try again later.
Articles 1–12