Baptiste Rozière
Baptiste Rozière
Facebook AI Research
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Cited by
Unsupervised translation of programming languages
B Roziere, MA Lachaux, L Chanussot, G Lample
Advances in Neural Information Processing Systems 33, 20601-20611, 2020
Dobf: A deobfuscation pre-training objective for programming languages
B Roziere, MA Lachaux, M Szafraniec, G Lample
arXiv preprint arXiv:2102.07492, 2021
Adversarial attacks on linear contextual bandits
E Garcelon, B Roziere, L Meunier, J Tarbouriech, O Teytaud, A Lazaric, ...
Advances in Neural Information Processing Systems, 33 (NeurIPS 2020), 2020
Polygames: Improved zero learning
T Cazenave, YC Chen, GW Chen, SY Chen, XD Chiu, J Dehos, M Elsa, ...
ICGA Journal 42 (4), 244-256, 2020
Algorithm portfolios for noisy optimization
ML Cauwet, J Liu, B Rozière, O Teytaud
Annals of Mathematics and Artificial Intelligence 76, 143-172, 2016
Leveraging automated unit tests for unsupervised code translation
B Roziere, JM Zhang, F Charton, M Harman, G Synnaeve, G Lample
arXiv preprint arXiv:2110.06773, 2021
Black-box optimization revisited: Improving algorithm selection wizards through massive benchmarking
L Meunier, H Rakotoarison, PK Wong, B Roziere, J Rapin, O Teytaud, ...
IEEE Transactions on Evolutionary Computation 26 (3), 490-500, 2021
Versatile black-box optimization
J Liu, A Moreau, M Preuss, J Rapin, B Roziere, F Teytaud, O Teytaud
Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 620-628, 2020
Inspirational adversarial image generation
B Rozière, M Riviere, O Teytaud, J Rapin, Y LeCun, C Couprie
IEEE Transactions on Image Processing 30, 4036-4045, 2021
Evolgan: Evolutionary generative adversarial networks
B Roziere, F Teytaud, V Hosu, H Lin, J Rapin, M Zameshina, O Teytaud
Proceedings of the Asian Conference on Computer Vision, 2020
Tarsier: Evolving noise injection in super-resolution gans
B Roziere, NC Rakotonirina, V Hosu, A Rasoanaivo, H Lin, C Couprie, ...
2020 25th International Conference on Pattern Recognition (ICPR), 7028-7035, 2021
Llama: Open and efficient foundation language models
H Touvron, T Lavril, G Izacard, X Martinet, MA Lachaux, T Lacroix, ...
arXiv preprint arXiv:2302.13971, 2023
Augmented language models: a survey
G Mialon, R Dessì, M Lomeli, C Nalmpantis, R Pasunuru, R Raileanu, ...
arXiv preprint arXiv:2302.07842, 2023
Code translation with compiler representations
M Szafraniec, B Roziere, HLF Charton, P Labatut, G Synnaeve
arXiv preprint arXiv:2207.03578, 2022
Many-Objective Optimization for Diverse Image Generation
NC Rakotonirina, A Rasoanaivo, L Najman, P Kungurtsev, J Rapin, ...
Evolutionary super-resolution
B Roziere, NC Rakotonirina, V Hosu, H Lin, A Rasoanaivo, O Teytaud, ...
Proceedings of the 2020 Genetic and Evolutionary Computation Conference …, 2020
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