Hugo Touvron
RESIDENT PHD STUDENT | PARIS, FRANCE
Hugo joined Facebook AI Research as a resident PhD student in November 2019. He is advised by Hervé Jégou (Facebook) and Matthieu Cord (Sorbonne University). Hugo holds two bachelor’s degree from École Polytechnique and Paris Dauphine University and three master’s degree in mathematics and computer science from École Polytechnique, ENS Paris-Saclay and ENSTA ParisTech. His research interests include image classification, transfer learning, fine-grained recognition and more generally: the application of transformers in computer vision.
Research Areas
Hugo's Publications
August 24, 2023
NLP
CORE MACHINE LEARNING
Code Llama: Open Foundation Models for Code
Faisal Azhar, Aaron Grattafiori, Alexandre Defossez, Artyom Kozhevnikov, Baptiste Rozière, Cristian Canton Ferrer, Ellen Tan, Fabian Gloeckle, Gabriel Synnaeve, Hugo Touvron, Itai Gat, Ivan Evtimov, Jade Copet, Jingyu Liu, Joanna Bitton, Jonas Gehring, Jérémy Rapin, Louis Martin, Manish Bhatt, Nicolas Usunier, Sten Sootla, Tal Remez, Thomas Scialom, Wenhan Xiong, Yossef (Yossi) Adi
August 24, 2023
July 18, 2023
CONVERSATIONAL AI
NLP
Llama 2: Open Foundation and Fine-Tuned Chat Models
Moya Chen, Marie-Anne Lachaux, Thibaut Lavril, Hugo Touvron, Adina Williams, Alan Schelten, Amjad Almahairi, Andrew Kuan, Andrew Poulton, Angela Fan, Anthony Hartshorn, Artem Korenev, Aurelien Rodriguez, Binh Tang, Brian Fuller, Cristian Canton Ferrer, Cynthia Gao, Dan Bikel, David Esiobu, Diana Liskovich, Xiaoqing Ellen Tan, Eric Michael Smith, Guillem Cucurull, Hakan Inan, Igor Molybog, Iliyan Zarov, Isabel Kloumann, Puxin Xu, Jenya Lee, Jeremy Fu, Jeremy Reizenstein, Jude Fernandes, Kalyan Saladi, Kevin Stone, Louis Martin, Lukas Blecher, Madian Khabsa, Marcin Kardas, Melanie Kambadur, Naman Goyal, Nikolay Bashlykov, Peter Albert, Praj Bhargava, Punit Singh Koura, Pushkar Mishra, Ranjan Subramanian, Rashi Rungta, Robert Stojnic, Ross Taylor, Ruan Silva, Rui Hou, Saghar Hosseini, Sergey Edunov, Sharan Narang, Shruti Bhosale, Soumya Batra, Thomas Scialom, Todor Mihaylov, Vedanuj Goswami, Viktor Kerkez, Wenyin Fu, Xavier Martinet, Yasmine Babaei, Yinghai Lu, Yixin Nie, Yuchen Zhang, Yuning Mao, Zheng Yan
July 18, 2023
February 24, 2023
NLP
LLaMA: Open and Efficient Foundation Language Models
Edouard Grave, Faisal Azhar, Armand Joulin, Aurelien Rodriguez, Baptiste Rozière, Eric Hambro, Gautier Izacard, Guillaume Lample, Hugo Touvron, Marie-Anne Lachaux, Naman Goyal, Thibaut Lavril, Timothee Lacroix, Xavier Martinet
February 24, 2023
October 22, 2022
October 22, 2022
October 22, 2022
COMPUTER VISION
Three things everyone should know about Vision Transformers
Hugo Touvron, Alaa El-Nouby, Herve Jegou, Jakob Verbeek, Matthieu Cord
October 22, 2022
December 09, 2019
RESEARCH
COMPUTER VISION
Fixing the train-test resolution discrepancy
Andrea Vedaldi, Herve Jegou, Hugo Touvron, Matthijs Douze
December 09, 2019
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