Hugo Touvron
Hugo Touvron
Facebook AI Research
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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
Fixing the train-test resolution discrepancy
H Touvron, A Vedaldi, M Douze, H Jégou
Advances in Neural Information Processing Systems (Neurips 2019), 2019
Fixing the train-test resolution discrepancy: Fixefficientnet
H Touvron, A Vedaldi, M Douze, H Jégou
arXiv preprint arXiv:2003.08237, 2020
Going deeper with image transformers
H Touvron, M Cord, A Sablayrolles, G Synnaeve, H Jégou
arXiv preprint arXiv:2103.17239, 2021
Emerging properties in self-supervised vision transformers
M Caron, H Touvron, I Misra, H Jégou, J Mairal, P Bojanowski, A Joulin
arXiv preprint arXiv:2104.14294, 2021
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
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
arXiv preprint arXiv:2104.01136, 2021
Convit: Improving vision transformers with soft convolutional inductive biases
S d'Ascoli, H Touvron, M Leavitt, A Morcos, G Biroli, L Sagun
arXiv preprint arXiv:2103.10697, 2021
Grafit: Learning fine-grained image representations with coarse labels
H Touvron, A Sablayrolles, M Douze, M Cord, H Jégou
arXiv preprint arXiv:2011.12982, 2020
XCiT: Cross-Covariance Image Transformers
A El-Nouby, H Touvron, M Caron, P Bojanowski, M Douze, A Joulin, ...
arXiv preprint arXiv:2106.09681, 2021
Powers of layers for image-to-image translation
H Touvron, M Douze, M Cord, H Jégou
arXiv preprint arXiv:2008.05763, 2020
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
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