Baptiste Rozière

44 papers A* 9A 1B 2Journal 29Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
BigO(Bench) - Can LLMs Generate Code with Controlled Time and Space Complexity?
CoRR
Pierre Chambon, Baptiste Rozière, Benoît Sagot, Gabriel Synnaeve
2025 B conf
LLM Compiler: Foundation Language Models for Compiler Optimization.
CC
Chris Cummins, Volker Seeker, Dejan Grubisic, Baptiste Rozière, Jonas Gehring, Gabriel Synnaeve, Hugh Leather
2025 A* conf
TestGenEval: A Real World Unit Test Generation and Test Completion Benchmark.
ICLR
Kush Jain, Gabriel Synnaeve, Baptiste Rozière
2024 A* conf
Better & Faster Large Language Models via Multi-token Prediction.
ICML
Fabian Gloeckle, Badr Youbi Idrissi, Baptiste Rozière, David Lopez-Paz, Gabriel Synnaeve
2024 J jnl
Better & Faster Large Language Models via Multi-token Prediction.
CoRR
Fabian Gloeckle, Badr Youbi Idrissi, Baptiste Rozière, David Lopez-Paz, Gabriel Synnaeve
2024 J jnl
Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM.
CoRR
Sainbayar Sukhbaatar, Olga Golovneva, Vasu Sharma, Hu Xu, Xi Victoria Lin, Baptiste Rozière, Jacob Kahn, Daniel Li, Wen-tau Yih, Jason Weston, Xian Li
2024 A* conf
CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution.
ICML
Alex Gu, Baptiste Rozière, Hugh James Leather, Armando Solar-Lezama, Gabriel Synnaeve, Sida Wang
2024 J jnl
CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution.
CoRR
Alex Gu, Baptiste Rozière, Hugh Leather, Armando Solar-Lezama, Gabriel Synnaeve, Sida I. Wang
2024 A* conf
Getting the most out of your tokenizer for pre-training and domain adaptation.
ICML
Gautier Dagan, Gabriel Synnaeve, Baptiste Rozière
2024 J jnl
Getting the most out of your tokenizer for pre-training and domain adaptation.
CoRR
Gautier Dagan, Gabriel Synnaeve, Baptiste Rozière
2024 J jnl
Meta Large Language Model Compiler: Foundation Models of Compiler Optimization.
CoRR
Chris Cummins, Volker Seeker, Dejan Grubisic, Baptiste Rozière, Jonas Gehring, Gabriel Synnaeve, Hugh Leather
2024 J jnl
Pixtral 12B.
CoRR
Pravesh Agrawal, Szymon Antoniak, Emma Bou Hanna, Baptiste Bout, Devendra Singh Chaplot, Jessica Chudnovsky, Diogo Costa, Baudouin De Monicault, Saurabh Garg, Théophile Gervet, Soham Ghosh, Amélie Héliou, Paul Jacob, Albert Q. Jiang, Kartik Khandelwal, Timothée Lacroix, Guillaume Lample, Diego de Las Casas, Thibaut Lavril, Teven Le Scao, Andy Lo, William Marshall, Louis Martin, Arthur Mensch, Pavankumar Muddireddy, Valera Nemychnikova, Marie Pellat, Patrick von Platen, Nikhil Raghuraman, Baptiste Rozière, Alexandre Sablayrolles, Lucile Saulnier, Romain Sauvestre, Wendy Shang, Roman Soletskyi, Lawrence Stewart, Pierre Stock, Joachim Studnia, Sandeep Subramanian, Sagar Vaze, Thomas Wang, Sophia Yang
2024 J jnl
TestGenEval: A Real World Unit Test Generation and Test Completion Benchmark.
CoRR
Kush Jain, Gabriel Synnaeve, Baptiste Rozière
2023 J jnl
Augmented Language Models: a Survey.
CoRR
Grégoire Mialon, Roberto Dessì, Maria Lomeli, Christoforos Nalmpantis, Ramakanth Pasunuru, Roberta Raileanu, Baptiste Rozière, Timo Schick, Jane Dwivedi-Yu, Asli Celikyilmaz, Edouard Grave, Yann LeCun, Thomas Scialom
2023 J jnl
Augmented Language Models: a Survey.
Trans. Mach. Learn. Res.
Grégoire Mialon, Roberto Dessì, Maria Lomeli, Christoforos Nalmpantis, Ramakanth Pasunuru, Roberta Raileanu, Baptiste Rozière, Timo Schick, Jane Dwivedi-Yu, Asli Celikyilmaz, Edouard Grave, Yann LeCun, Thomas Scialom
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 A* conf
Code Translation with Compiler Representations.
ICLR
Marc Szafraniec, Baptiste Rozière, Hugh Leather, Patrick Labatut, François Charton, Gabriel Synnaeve
2023 J jnl
Decoding Data Quality via Synthetic Corruptions: Embedding-guided Pruning of Code Data.
CoRR
Yu Yang, Aaditya K. Singh, Mostafa Elhoushi, Anas Mahmoud, Kushal Tirumala, Fabian Gloeckle, Baptiste Rozière, Carole-Jean Wu, Ari S. Morcos, Newsha Ardalani
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
Large Language Models for Compiler Optimization.
CoRR
Chris Cummins, Volker Seeker, Dejan Grubisic, Mostafa Elhoushi, Youwei Liang, Baptiste Rozière, Jonas Gehring, Fabian Gloeckle, Kim M. Hazelwood, Gabriel Synnaeve, Hugh Leather
2023 J jnl
Leveraging Static Analysis for Bug Repair.
CoRR
Ruba Mutasim, Gabriel Synnaeve, David Pichardie, Baptiste Rozière
2022 J jnl
Black-Box Optimization Revisited: Improving Algorithm Selection Wizards Through Massive Benchmarking.
IEEE Trans. Evol. Comput.
Laurent Meunier, Herilalaina Rakotoarison, Pak-Kan Wong, Baptiste Rozière, Jérémy Rapin, Olivier Teytaud, Antoine Moreau, Carola Doerr
2022 J jnl
Code Translation with Compiler Representations.
CoRR
Marc Szafraniec, Baptiste Rozière, Hugh Leather, François Charton, Patrick Labatut, Gabriel Synnaeve
2022 A* conf
Leveraging Automated Unit Tests for Unsupervised Code Translation.
ICLR
Baptiste Rozière, Jie Zhang, François Charton, Mark Harman, Gabriel Synnaeve, Guillaume Lample
2022 — —
Unsupervised Translation of Programming Languages. (Traduction Non Supervisée de Langages de Programmation).
Baptiste Rozière
2021 A* conf
DOBF: A Deobfuscation Pre-Training Objective for Programming Languages.
NeurIPS
Marie-Anne Lachaux, Baptiste Rozière, Marc Szafraniec, Guillaume Lample
2021 J jnl
DOBF: A Deobfuscation Pre-Training Objective for Programming Languages.
CoRR
Baptiste Rozière, Marie-Anne Lachaux, Marc Szafraniec, Guillaume Lample
2021 J jnl
Inspirational Adversarial Image Generation.
IEEE Trans. Image Process.
Baptiste Rozière, Morgane Rivière, Olivier Teytaud, Jérémy Rapin, Yann LeCun, Camille Couprie
2021 J jnl
Leveraging Automated Unit Tests for Unsupervised Code Translation.
CoRR
Baptiste Rozière, Jie M. Zhang, François Charton, Mark Harman, Gabriel Synnaeve, Guillaume Lample
2020 A* conf
Adversarial Attacks on Linear Contextual Bandits.
NeurIPS
Evrard Garcelon, Baptiste Rozière, Laurent Meunier, Jean Tarbouriech, Olivier Teytaud, Alessandro Lazaric, Matteo Pirotta
2020 J jnl
Adversarial Attacks on Linear Contextual Bandits.
CoRR
Evrard Garcelon, Baptiste Rozière, Laurent Meunier, Jean Tarbouriech, Olivier Teytaud, Alessandro Lazaric, Matteo Pirotta
2020 J jnl
Black-Box Optimization Revisited: Improving Algorithm Selection Wizards through Massive Benchmarking.
CoRR
Laurent Meunier, Herilalaina Rakotoarison, Pak-Kan Wong, Baptiste Rozière, Jérémy Rapin, Olivier Teytaud, Antoine Moreau, Carola Doerr
2020 — conf
EvolGAN: Evolutionary Generative Adversarial Networks.
ACCV (4)
Baptiste Rozière, Fabien Teytaud, Vlad Hosu, Hanhe Lin, Jérémy Rapin, Mariia Zameshina, Olivier Teytaud
2020 J jnl
EvolGAN: Evolutionary Generative Adversarial Networks.
CoRR
Baptiste Rozière, Fabien Teytaud, Vlad Hosu, Hanhe Lin, Jérémy Rapin, Mariia Zameshina, Olivier Teytaud
2020 — conf
Evolutionary super-resolution.
GECCO Companion
Baptiste Rozière, Nathanaël Carraz Rakotonirina, Vlad Hosu, Hanhe Lin, Andry Rasoanaivo, Olivier Teytaud, Camille Couprie
2020 J jnl
Polygames: Improved Zero Learning.
CoRR
Tristan Cazenave, Yen-Chi Chen, Guan-Wei Chen, Shi-Yu Chen, Xian-Dong Chiu, Julien Dehos, Maria Elsa, Qucheng Gong, Hengyuan Hu, Vasil Khalidov, Cheng-Ling Li, Hsin-I Lin, Yu-Jin Lin, Xavier Martinet, Vegard Mella, Jérémy Rapin, Baptiste Rozière, Gabriel Synnaeve, Fabien Teytaud, Olivier Teytaud, Shi-Cheng Ye, Yi-Jun Ye, Shi-Jim Yen, Sergey Zagoruyko
2020 J jnl
Polygames: Improved zero learning.
ICGA J.
Tristan Cazenave, Yen-Chi Chen, Guan-Wei Chen, Shi-Yu Chen, Xian-Dong Chiu, Julien Dehos, Maria Elsa, Qucheng Gong, Hengyuan Hu, Vasil Khalidov, Cheng-Ling Li, Hsin-I Lin, Yu-Jin Lin, Xavier Martinet, Vegard Mella, Jérémy Rapin, Baptiste Rozière, Gabriel Synnaeve, Fabien Teytaud, Olivier Teytaud, Shi-Cheng Ye, Yi-Jun Ye, Shi-Jim Yen, Sergey Zagoruyko
2020 B conf
Tarsier: Evolving Noise Injection in Super-Resolution GANs.
ICPR
Baptiste Rozière, Nathanaël Carraz Rakotonirina, Vlad Hosu, Andry Rasoanaivo, Hanhe Lin, Camille Couprie, Olivier Teytaud
2020 J jnl
Tarsier: Evolving Noise Injection in Super-Resolution GANs.
CoRR
Baptiste Rozière, Nathanaël Carraz Rakotonirina, Vlad Hosu, Andry Rasoanaivo, Hanhe Lin, Camille Couprie, Olivier Teytaud
2020 A* conf
Unsupervised Translation of Programming Languages.
NeurIPS
Baptiste Rozière, Marie-Anne Lachaux, Lowik Chanussot, Guillaume Lample
2020 J jnl
Unsupervised Translation of Programming Languages.
CoRR
Marie-Anne Lachaux, Baptiste Rozière, Lowik Chanussot, Guillaume Lample
2020 J jnl
Versatile Black-Box Optimization.
CoRR
Jialin Liu, Antoine Moreau, Mike Preuss, Baptiste Rozière, Jérémy Rapin, Fabien Teytaud, Olivier Teytaud
2020 A conf
Versatile black-box optimization.
GECCO
Jialin Liu, Antoine Moreau, Mike Preuss, Jérémy Rapin, Baptiste Rozière, Fabien Teytaud, Olivier Teytaud
2016 J jnl
Algorithm portfolios for noisy optimization.
Ann. Math. Artif. Intell.
Marie-Liesse Cauwet, Jialin Liu, Baptiste Rozière, Olivier Teytaud