Touvron, Hugo

13 publications

TMLR 2024 Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach Huy V. Vo, Vasil Khalidov, Timothée Darcet, Théo Moutakanni, Nikita Smetanin, Marc Szafraniec, Hugo Touvron, Camille Couprie, Maxime Oquab, Armand Joulin, Herve Jegou, Patrick Labatut, Piotr Bojanowski

CVPR 2023 Co-Training 2l Submodels for Visual Recognition Hugo Touvron, Matthieu Cord, Maxime Oquab, Piotr Bojanowski, Jakob Verbeek, Hervé Jégou

ECCV 2022 DeiT III: Revenge of the ViT Hugo Touvron, Matthieu Cord, Hervé Jégou

ECCV 2022 Three Things Everyone Should Know About Vision Transformers Hugo Touvron, Matthieu Cord, Alaaeldin El-Nouby, Jakob Verbeek, Hervé Jégou

ICML 2021 ConViT: Improving Vision Transformers with Soft Convolutional Inductive Biases Stéphane D’Ascoli, Hugo Touvron, Matthew L Leavitt, Ari S Morcos, Giulio Biroli, Levent Sagun

ICCV 2021 Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, Armand Joulin

ICCV 2021 Going Deeper with Image Transformers Hugo Touvron, Matthieu Cord, Alexandre Sablayrolles, Gabriel Synnaeve, Hervé Jégou

ICCV 2021 Grafit: Learning Fine-Grained Image Representations with Coarse Labels Hugo Touvron, Alexandre Sablayrolles, Matthijs Douze, Matthieu Cord, Hervé Jégou

ICCV 2021 LeViT: A Vision Transformer in ConvNet's Clothing for Faster Inference Benjamin Graham, Alaaeldin El-Nouby, Hugo Touvron, Pierre Stock, Armand Joulin, Hervé Jégou, Matthijs Douze

NeurIPSW 2021 ResNet Strikes Back: An Improved Training Procedure in Timm Ross Wightman, Hugo Touvron, Herve Jegou

ICML 2021 Training Data-Efficient Image Transformers & Distillation Through Attention Hugo Touvron, Matthieu Cord, Matthijs Douze, Francisco Massa, Alexandre Sablayrolles, Herve Jegou

NeurIPS 2021 XCiT: Cross-Covariance Image Transformers Alaaeldin Ali, Hugo Touvron, Mathilde Caron, Piotr Bojanowski, Matthijs Douze, Armand Joulin, Ivan Laptev, Natalia Neverova, Gabriel Synnaeve, Jakob J. Verbeek, Herve Jegou

NeurIPS 2019 Fixing the Train-Test Resolution Discrepancy Hugo Touvron, Andrea Vedaldi, Matthijs Douze, Herve Jegou