Algorithm portfolios for noisy optimization
Cauwet, Marie-Liesse, Liu, Jialin, Rozière, Baptiste, Teytaud, Olivier
Published in Annals of mathematics and artificial intelligence (01.02.2016)
Published in Annals of mathematics and artificial intelligence (01.02.2016)
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Journal Article
Black-Box Optimization Revisited: Improving Algorithm Selection Wizards Through Massive Benchmarking
Meunier, Laurent, Rakotoarison, Herilalaina, Wong, Pak Kan, Roziere, Baptiste, Rapin, Jeremy, Teytaud, Olivier, Moreau, Antoine, Doerr, Carola
Published in IEEE transactions on evolutionary computation (01.06.2022)
Published in IEEE transactions on evolutionary computation (01.06.2022)
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Journal Article
Leveraging Static Analysis for Bug Repair
Mutasim, Ruba, Synnaeve, Gabriel, Pichardie, David, Rozière, Baptiste
Year of Publication 20.04.2023
Year of Publication 20.04.2023
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Journal Article
Inspirational Adversarial Image Generation
Roziere, Baptiste, Riviere, Morgane, Teytaud, Olivier, Rapin, Jeremy, LeCun, Yann, Couprie, Camille
Published in IEEE transactions on image processing (2021)
Published in IEEE transactions on image processing (2021)
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Journal Article
Better & Faster Large Language Models via Multi-token Prediction
Gloeckle, Fabian, Idrissi, Badr Youbi, Rozière, Baptiste, Lopez-Paz, David, Synnaeve, Gabriel
Year of Publication 30.04.2024
Year of Publication 30.04.2024
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Journal Article
CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution
Gu, Alex, Rozière, Baptiste, Leather, Hugh, Solar-Lezama, Armando, Synnaeve, Gabriel, Wang, Sida I
Year of Publication 05.01.2024
Year of Publication 05.01.2024
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Journal Article
Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM
Sukhbaatar, Sainbayar, Golovneva, Olga, Sharma, Vasu, Xu, Hu, Lin, Xi Victoria, Rozière, Baptiste, Kahn, Jacob, Li, Daniel, Yih, Wen-tau, Weston, Jason, Li, Xian
Year of Publication 12.03.2024
Year of Publication 12.03.2024
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Journal Article
Decoding Data Quality via Synthetic Corruptions: Embedding-guided Pruning of Code Data
Yang, Yu, Singh, Aaditya K, Elhoushi, Mostafa, Mahmoud, Anas, Tirumala, Kushal, Gloeckle, Fabian, Rozière, Baptiste, Wu, Carole-Jean, Morcos, Ari S, Ardalani, Newsha
Year of Publication 04.12.2023
Year of Publication 04.12.2023
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Journal Article
Augmented Language Models: a Survey
Mialon, Grégoire, Dessì, Roberto, Lomeli, Maria, Nalmpantis, Christoforos, Pasunuru, Ram, Raileanu, Roberta, Rozière, Baptiste, Schick, Timo, Dwivedi-Yu, Jane, Celikyilmaz, Asli, Grave, Edouard, LeCun, Yann, Scialom, Thomas
Year of Publication 15.02.2023
Year of Publication 15.02.2023
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Journal Article
Leveraging Static Analysis for Bug Repair
Mutasim, Ruba, Synnaeve, Gabriel, Pichardie, David, Rozière, Baptiste
Published in arXiv.org (21.04.2023)
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Published in arXiv.org (21.04.2023)
Paper
LLaMA: Open and Efficient Foundation Language Models
Touvron, Hugo, Lavril, Thibaut, Izacard, Gautier, Martinet, Xavier, Lachaux, Marie-Anne, Lacroix, Timothée, Rozière, Baptiste, Goyal, Naman, Hambro, Eric, Azhar, Faisal, Rodriguez, Aurelien, Joulin, Armand, Grave, Edouard, Lample, Guillaume
Year of Publication 27.02.2023
Year of Publication 27.02.2023
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Journal Article
Code Llama: Open Foundation Models for Code
Rozière, Baptiste, Gehring, Jonas, Gloeckle, Fabian, Sootla, Sten, Gat, Itai, Tan, Xiaoqing Ellen, Adi, Yossi, Liu, Jingyu, Sauvestre, Romain, Remez, Tal, Rapin, Jérémy, Kozhevnikov, Artyom, Evtimov, Ivan, Bitton, Joanna, Bhatt, Manish, Ferrer, Cristian Canton, Grattafiori, Aaron, Xiong, Wenhan, Défossez, Alexandre, Copet, Jade, Azhar, Faisal, Touvron, Hugo, Martin, Louis, Usunier, Nicolas, Scialom, Thomas, Synnaeve, Gabriel
Year of Publication 24.08.2023
Year of Publication 24.08.2023
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Journal Article
Inspirational Adversarial Image Generation
Rozière, Baptiste, Riviere, Morgane, Teytaud, Olivier, Rapin, Jérémy, LeCun, Yann, Couprie, Camille
Year of Publication 17.06.2019
Year of Publication 17.06.2019
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Journal Article
Tarsier: Evolving Noise Injection in Super-Resolution GANs
Roziere, Baptiste, Rakotonirina, Nathanael Carraz, Hosu, Vlad, Rasoanaivo, Andry, Lin, Hanhe, Couprie, Camille, Teytaud, Olivier
Published in 2020 25th International Conference on Pattern Recognition (ICPR) (10.01.2021)
Published in 2020 25th International Conference on Pattern Recognition (ICPR) (10.01.2021)
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Conference Proceeding
Decoding Data Quality via Synthetic Corruptions: Embedding-guided Pruning of Code Data
Yang, Yu, Singh, Aaditya K, Elhoushi, Mostafa, Mahmoud, Anas, Tirumala, Kushal, Gloeckle, Fabian, Rozière, Baptiste, Carole-Jean Wu, Morcos, Ari S, Ardalani, Newsha
Published in arXiv.org (05.12.2023)
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Published in arXiv.org (05.12.2023)
Paper