Hugo Touvron - RankMe

37 papers A* 9Journal 24Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Cell-DINO: Self-supervised image-based embeddings for cell fluorescent microscopy. PLoS Comput. Biol. Théo Moutakanni, Camille Couprie, Seung Eun Yi, Michael Doron, Zitong Sam Chen, Nikita Moshkov, Elouan Gardes, Mathilde Caron, Hugo Touvron, Armand Joulin, Piotr Bojanowski, Wolfgang M. Pernice, Juan C. Caicedo
2024	J	`jnl`	Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach. CoRR Huy V. Vo, Vasil Khalidov, Timothée Darcet, Théo Moutakanni, Nikita Smetanin, Marc Szafraniec, Hugo Touvron, Camille Couprie, Maxime Oquab, Armand Joulin, Hervé Jégou, Patrick Labatut, Piotr Bojanowski
2024	J	`jnl`	Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach. Trans. Mach. Learn. Res. Huy V. Vo, Vasil Khalidov, Timothée Darcet, Théo Moutakanni, Nikita Smetanin, Marc Szafraniec, Hugo Touvron, Camille Couprie, Maxime Oquab, Armand Joulin, Hervé Jégou, Patrick Labatut, Piotr Bojanowski
2023	A*	`conf`	Co-training 2L Submodels for Visual Recognition. CVPR Hugo Touvron, Matthieu Cord, Maxime Oquab, Piotr Bojanowski, Jakob Verbeek, Hervé Jégou
2023	J	`jnl`	Code Llama: Open Foundation Models for Code. CoRR Baptiste Rozière, Jonas Gehring, Fabian Gloeckle, Sten Sootla, Itai Gat, Xiaoqing Ellen Tan, Yossi Adi, Jingyu Liu, Tal Remez, Jérémy Rapin, Artyom Kozhevnikov, Ivan Evtimov, Joanna Bitton, Manish Bhatt, Cristian Canton-Ferrer, Aaron Grattafiori, Wenhan Xiong, Alexandre Défossez, Jade Copet, Faisal Azhar, Hugo Touvron, Louis Martin, Nicolas Usunier, Thomas Scialom, Gabriel Synnaeve
2023	J	`jnl`	LLaMA: Open and Efficient Foundation Language Models. CoRR Hugo Touvron, Thibaut Lavril, Gautier Izacard, Xavier Martinet, Marie-Anne Lachaux, Timothée Lacroix, Baptiste Rozière, Naman Goyal, Eric Hambro, Faisal Azhar, Aurélien Rodriguez, Armand Joulin, Edouard Grave, Guillaume Lample
2023	J	`jnl`	Llama 2: Open Foundation and Fine-Tuned Chat Models. CoRR Hugo Touvron, Louis Martin, Kevin Stone, Peter Albert, Amjad Almahairi, Yasmine Babaei, Nikolay Bashlykov, Soumya Batra, Prajjwal Bhargava, Shruti Bhosale, Dan Bikel, Lukas Blecher, Cristian Canton-Ferrer, Moya Chen, Guillem Cucurull, David Esiobu, Jude Fernandes, Jeremy Fu, Wenyin Fu, Brian Fuller, Cynthia Gao, Vedanuj Goswami, Naman Goyal, Anthony Hartshorn, Saghar Hosseini, Rui Hou, Hakan Inan, Marcin Kardas, Viktor Kerkez, Madian Khabsa, Isabel Kloumann, Artem Korenev, Punit Singh Koura, Marie-Anne Lachaux, Thibaut Lavril, Jenya Lee, Diana Liskovich, Yinghai Lu, Yuning Mao, Xavier Martinet, Todor Mihaylov, Pushkar Mishra, Igor Molybog, Yixin Nie, Andrew Poulton, Jeremy Reizenstein, Rashi Rungta, Kalyan Saladi, Alan Schelten, Ruan Silva, Eric Michael Smith, Ranjan Subramanian, Xiaoqing Ellen Tan, Binh Tang, Ross Taylor, Adina Williams, Jian Xiang Kuan, Puxin Xu, Zheng Yan, Iliyan Zarov, Yuchen Zhang, Angela Fan, Melanie Kambadur, Sharan Narang, Aurélien Rodriguez, Robert Stojnic, Sergey Edunov, Thomas Scialom
2023	J	`jnl`	ResMLP: Feedforward Networks for Image Classification With Data-Efficient Training. IEEE Trans. Pattern Anal. Mach. Intell. Hugo Touvron, Piotr Bojanowski, Mathilde Caron, Matthieu Cord, Alaaeldin El-Nouby, Edouard Grave, Gautier Izacard, Armand Joulin, Gabriel Synnaeve, Jakob Verbeek, Hervé Jégou
2022	—	`—`	Architectures and Training for Visual Understanding. (Architectures et Apprentissage pour l'Interprétation d'Image). Hugo Touvron
2022	J	`jnl`	Co-training 2 CoRR Hugo Touvron, Matthieu Cord, Maxime Oquab, Piotr Bojanowski, Jakob Verbeek, Hervé Jégou
2022	—	`conf`	DeiT III: Revenge of the ViT. ECCV (24) Hugo Touvron, Matthieu Cord, Hervé Jégou
2022	J	`jnl`	DeiT III: Revenge of the ViT. CoRR Hugo Touvron, Matthieu Cord, Hervé Jégou
2022	—	`conf`	Three Things Everyone Should Know About Vision Transformers. ECCV (24) Hugo Touvron, Matthieu Cord, Alaaeldin El-Nouby, Jakob Verbeek, Hervé Jégou
2022	J	`jnl`	Three things everyone should know about Vision Transformers. CoRR Hugo Touvron, Matthieu Cord, Alaaeldin El-Nouby, Jakob Verbeek, Hervé Jégou
2021	J	`jnl`	Are Large-scale Datasets Necessary for Self-Supervised Pre-training? CoRR Alaaeldin El-Nouby, Gautier Izacard, Hugo Touvron, Ivan Laptev, Hervé Jégou, Edouard Grave
2021	J	`jnl`	Augmenting Convolutional networks with attention-based aggregation. CoRR Hugo Touvron, Matthieu Cord, Alaaeldin El-Nouby, Piotr Bojanowski, Armand Joulin, Gabriel Synnaeve, Hervé Jégou
2021	A*	`conf`	ConViT: Improving Vision Transformers with Soft Convolutional Inductive Biases. ICML Stéphane d'Ascoli, Hugo Touvron, Matthew L. Leavitt, Ari S. Morcos, Giulio Biroli, Levent Sagun
2021	J	`jnl`	ConViT: Improving Vision Transformers with Soft Convolutional Inductive Biases. CoRR Stéphane d'Ascoli, Hugo Touvron, Matthew L. Leavitt, Ari S. Morcos, Giulio Biroli, Levent Sagun
2021	A*	`conf`	Emerging Properties in Self-Supervised Vision Transformers. ICCV Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, Armand Joulin
2021	J	`jnl`	Emerging Properties in Self-Supervised Vision Transformers. CoRR Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, Armand Joulin
2021	A*	`conf`	Going deeper with Image Transformers. ICCV Hugo Touvron, Matthieu Cord, Alexandre Sablayrolles, Gabriel Synnaeve, Hervé Jégou
2021	J	`jnl`	Going deeper with Image Transformers. CoRR Hugo Touvron, Matthieu Cord, Alexandre Sablayrolles, Gabriel Synnaeve, Hervé Jégou
2021	A*	`conf`	Grafit: Learning fine-grained image representations with coarse labels. ICCV Hugo Touvron, Alexandre Sablayrolles, Matthijs Douze, Matthieu Cord, Hervé Jégou
2021	A*	`conf`	LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference. ICCV Benjamin Graham, Alaaeldin El-Nouby, Hugo Touvron, Pierre Stock, Armand Joulin, Hervé Jégou, Matthijs Douze
2021	J	`jnl`	LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference. CoRR Benjamin Graham, Alaaeldin El-Nouby, Hugo Touvron, Pierre Stock, Armand Joulin, Hervé Jégou, Matthijs Douze
2021	J	`jnl`	ResMLP: Feedforward networks for image classification with data-efficient training. CoRR Hugo Touvron, Piotr Bojanowski, Mathilde Caron, Matthieu Cord, Alaaeldin El-Nouby, Edouard Grave, Armand Joulin, Gabriel Synnaeve, Jakob Verbeek, Hervé Jégou
2021	J	`jnl`	ResNet strikes back: An improved training procedure in timm. CoRR Ross Wightman, Hugo Touvron, Hervé Jégou
2021	A*	`conf`	Training data-efficient image transformers & distillation through attention. ICML Hugo Touvron, Matthieu Cord, Matthijs Douze, Francisco Massa, Alexandre Sablayrolles, Hervé Jégou
2021	A*	`conf`	XCiT: Cross-Covariance Image Transformers. NeurIPS Alaaeldin Ali, Hugo Touvron, Mathilde Caron, Piotr Bojanowski, Matthijs Douze, Armand Joulin, Ivan Laptev, Natalia Neverova, Gabriel Synnaeve, Jakob Verbeek, Hervé Jégou
2021	J	`jnl`	XCiT: Cross-Covariance Image Transformers. CoRR Alaaeldin El-Nouby, Hugo Touvron, Mathilde Caron, Piotr Bojanowski, Matthijs Douze, Armand Joulin, Ivan Laptev, Natalia Neverova, Gabriel Synnaeve, Jakob Verbeek, Hervé Jégou
2020	J	`jnl`	Fixing the train-test resolution discrepancy: FixEfficientNet. CoRR Hugo Touvron, Andrea Vedaldi, Matthijs Douze, Hervé Jégou
2020	J	`jnl`	Grafit: Learning fine-grained image representations with coarse labels. CoRR Hugo Touvron, Alexandre Sablayrolles, Matthijs Douze, Matthieu Cord, Hervé Jégou
2020	J	`jnl`	Powers of layers for image-to-image translation. CoRR Hugo Touvron, Matthijs Douze, Matthieu Cord, Hervé Jégou
2020	J	`jnl`	Training data-efficient image transformers & distillation through attention. CoRR Hugo Touvron, Matthieu Cord, Matthijs Douze, Francisco Massa, Alexandre Sablayrolles, Hervé Jégou
2019	A*	`conf`	Fixing the train-test resolution discrepancy. NeurIPS Hugo Touvron, Andrea Vedaldi, Matthijs Douze, Hervé Jégou
2019	J	`jnl`	Fixing the train-test resolution discrepancy. CoRR Hugo Touvron, Andrea Vedaldi, Matthijs Douze, Hervé Jégou
2019	—	`conf`	Pitfalls Related To Computer-Aided Diagnosis System Learned From Multiple Databases. ISBI Hugo Touvron, Sylvain Faisan, Florian Tilquin, Vincent Noblet