Follow
Hugo Touvron
Hugo Touvron
Facebook AI Research
Verified email at fb.com
Title
Cited by
Cited by
Year
Training data-efficient image transformers & distillation through attention
H Touvron, M Cord, M Douze, F Massa, A Sablayrolles, H Jégou
International Conference on Machine Learning, 10347-10357, 2021
9962021
Emerging properties in self-supervised vision transformers
M Caron, H Touvron, I Misra, H Jégou, J Mairal, P Bojanowski, A Joulin
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021
3992021
Fixing the train-test resolution discrepancy
H Touvron, A Vedaldi, M Douze, H Jégou
Advances in Neural Information Processing Systems (Neurips 2019), 2019
2522019
Going deeper with image transformers
H Touvron, M Cord, A Sablayrolles, G Synnaeve, H Jégou
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021
1662021
Convit: Improving vision transformers with soft convolutional inductive biases
S d'Ascoli, H Touvron, M Leavitt, A Morcos, G Biroli, L Sagun
International Conference on Machine Learning, 2021
1222021
LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference
B Graham, A El-Nouby, H Touvron, P Stock, A Joulin, H Jégou, M Douze
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2021
113*2021
Fixing the train-test resolution discrepancy: Fixefficientnet
H Touvron, A Vedaldi, M Douze, H Jégou
arXiv preprint arXiv:2003.08237, 2020
1072020
Resmlp: Feedforward networks for image classification with data-efficient training
H Touvron, P Bojanowski, M Caron, M Cord, A El-Nouby, E Grave, ...
arXiv preprint arXiv:2105.03404, 2021
104*2021
XCiT: Cross-Covariance Image Transformers
A El-Nouby, H Touvron, M Caron, P Bojanowski, M Douze, A Joulin, ...
Advances in Neural Information Processing Systems, 2021
64*2021
Resnet strikes back: An improved training procedure in timm
R Wightman, H Touvron, H Jégou
arXiv preprint arXiv:2110.00476, 2021
412021
Grafit: Learning fine-grained image representations with coarse labels
H Touvron, A Sablayrolles, M Douze, M Cord, H Jégou
Proceedings of the IEEE/CVF International Conference on Computer Vision, 874-884, 2021
192021
Are Large-scale Datasets Necessary for Self-Supervised Pre-training?
A El-Nouby, G Izacard, H Touvron, I Laptev, H Jegou, E Grave
arXiv preprint arXiv:2112.10740, 2021
92021
Augmenting Convolutional networks with attention-based aggregation
H Touvron, M Cord, A El-Nouby, P Bojanowski, A Joulin, G Synnaeve, ...
arXiv preprint arXiv:2112.13692, 2021
52021
Powers of layers for image-to-image translation
H Touvron, M Douze, M Cord, H Jégou
arXiv preprint arXiv:2008.05763, 2020
32020
DeiT III: Revenge of the ViT
H Touvron, M Cord, H Jégou
arXiv preprint arXiv:2204.07118, 2022
12022
Three things everyone should know about Vision Transformers
H Touvron, M Cord, A El-Nouby, J Verbeek, H Jégou
arXiv preprint arXiv:2203.09795, 2022
12022
Pitfalls Related To Computer-Aided Diagnosis System Learned From Multiple Databases
H Touvron, S Faisan, F Tilquin, V Noblet
2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019
2019
The system can't perform the operation now. Try again later.
Articles 1–17