Gabriel Synnaeve

198 papers A* 34A 15B 3Misc 10Journal 111Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Deep Dive into Scaling RL for Code Generation with Synthetic Data and Curricula. CoRR Cansu Sancaktar, David W. Zhang, Gabriel Synnaeve, Taco Cohen
2026	J	`jnl`	Towards a Neural Debugger for Python. CoRR Maximilian Beck, Jonas Gehring, Jannik Kossen, Gabriel Synnaeve
2026	J	`jnl`	WybeCoder: Verified Imperative Code Generation. CoRR Fabian Gloeckle, Mantas Baksys, Darius Feher, Kunhao Zheng, Amaury Hayat, Sean B. Holden, Gabriel Synnaeve, Peter W. O'Hearn
2025	J	`jnl`	Agentic Operator Generation for ML ASICs. CoRR Alec M. Hammond, Aram Markosyan, Aman Dontula, Simon Mahns, Zacharias V. Fisches, Dmitrii Pedchenko, Keyur Muzumdar, Natacha Supper, Mark Saroufim, Joe Isaacson, Laura Wang, Warren Hunt, Kaustubh Gondkar, Roman Levenstein, Gabriel Synnaeve, Richard Li, Jacob Kahn, Ajit Mathews
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	J	`jnl`	CWM: An Open-Weights LLM for Research on Code Generation with World Models. CoRR FAIR CodeGen team, Jade Copet, Quentin Carbonneaux, Gal Cohen, Jonas Gehring, Jacob Kahn, Jannik Kossen, Felix Kreuk, Emily McMilin, Michel Meyer, Yuxiang Wei, David Zhang, Kunhao Zheng, Jordi Armengol-Estapé, Pedram Bashiri, Maximilian Beck, Pierre Chambon, Abhishek Charnalia, Chris Cummins, Juliette Decugis, Zacharias V. Fisches, François Fleuret, Fabian Gloeckle, Alex Gu, Michael Hassid, Daniel Haziza, Badr Youbi Idrissi, Christian Keller, Rahul Kindi, Hugh Leather, Gallil Maimon, Aram H. Markosyan, Francisco Massa, Pierre-Emmanuel Mazaré, Vegard Mella, Naila Murray, Keyur Muzumdar, Peter W. O'Hearn, Matteo Pagliardini, Dmitrii Pedchenko, Tal Remez, Volker Seeker, Marco Selvi, Oren Sultan, Sida Wang, Luca Wehrstedt, Ori Yoran, Lingming Zhang, Taco Cohen, Yossi Adi, Gabriel Synnaeve
2025	B	`conf`	DFA-Net: A Compiler-Specific Neural Architecture for Robust Generalization in Data Flow Analyses. CC Alexander Brauckmann, Anderson Faustino da Silva, Gabriel Synnaeve, Michael F. P. O'Boyle, Jerónimo Castrillón, Hugh Leather
2025	J	`jnl`	Don't Overthink it. Preferring Shorter Thinking Chains for Improved LLM Reasoning. CoRR Michael Hassid, Gabriel Synnaeve, Yossi Adi, Roy Schwartz
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`	LLMs: A Driving Force in Next Generation Digital Design Automation. DAC Matheus T. Moreira, Aram H. Markosyan, Chris Cummins, Warren Hunt, Gabriel Synnaeve, Edith Beigné
2025	A*	`conf`	Optimizing Language Models for Inference Time Objectives using Reinforcement Learning. ICML Yunhao Tang, Kunhao Zheng, Gabriel Synnaeve, Rémi Munos
2025	J	`jnl`	Optimizing Language Models for Inference Time Objectives using Reinforcement Learning. CoRR Yunhao Tang, Kunhao Zheng, Gabriel Synnaeve, Rémi Munos
2025	A*	`conf`	RLEF: Grounding Code LLMs in Execution Feedback with Reinforcement Learning. ICML Jonas Gehring, Kunhao Zheng, Jade Copet, Vegard Mella, Taco Cohen, Gabriel Synnaeve
2025	J	`jnl`	SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution. CoRR Yuxiang Wei, Olivier Duchenne, Jade Copet, Quentin Carbonneaux, Lingming Zhang, Daniel Fried, Gabriel Synnaeve, Rishabh Singh, Sida I. Wang
2025	A*	`conf`	SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains? ICLR John Yang, Carlos E. Jimenez, Alex L. Zhang, Kilian Lieret, Joyce Yang, Xindi Wu, Ori Press, Niklas Muennighoff, Gabriel Synnaeve, Karthik R. Narasimhan, Diyi Yang, Sida Wang, Ofir Press
2025	J	`jnl`	Set Block Decoding is a Language Model Inference Accelerator. CoRR Itai Gat, Heli Ben-Hamu, Marton Havasi, Daniel Haziza, Jeremy Reizenstein, Gabriel Synnaeve, David Lopez-Paz, Brian Karrer, Yaron Lipman
2025	J	`jnl`	Short window attention enables long-term memorization. CoRR Loïc Cabannes, Maximilian Beck, Gergely Szilvasy, Matthijs Douze, Maria Lomeli, Jade Copet, Pierre-Emmanuel Mazaré, Gabriel Synnaeve, Hervé Jégou
2025	J	`jnl`	Soft Policy Optimization: Online Off-Policy RL for Sequence Models. CoRR Taco Cohen, David W. Zhang, Kunhao Zheng, Yunhao Tang, Rémi Munos, Gabriel Synnaeve
2025	J	`jnl`	Stochastic activations. CoRR Maria Lomeli, Matthijs Douze, Gergely Szilvasy, Loïc Cabannes, Jade Copet, Sainbayar Sukhbaatar, Jason Weston, Gabriel Synnaeve, Pierre-Emmanuel Mazaré, Hervé Jégou
2025	A*	`conf`	TestGenEval: A Real World Unit Test Generation and Test Completion Benchmark. ICLR Kush Jain, Gabriel Synnaeve, Baptiste Rozière
2025	A*	`conf`	The KoLMogorov Test: Compression by Code Generation. ICLR Ori Yoran, Kunhao Zheng, Fabian Gloeckle, Jonas Gehring, Gabriel Synnaeve, Taco Cohen
2025	J	`jnl`	The KoLMogorov Test: Compression by Code Generation. CoRR Ori Yoran, Kunhao Zheng, Fabian Gloeckle, Jonas Gehring, Gabriel Synnaeve, Taco Cohen
2025	J	`jnl`	Toward Training Superintelligent Software Agents through Self-Play SWE-RL. CoRR Yuxiang Wei, Zhiqing Sun, Emily McMilin, Jonas Gehring, David Zhang, Gabriel Synnaeve, Daniel Fried, Lingming Zhang, Sida I. Wang
2025	A*	`conf`	Training compute-optimal transformer encoder models. EMNLP Megi Dervishi, Alexandre Allauzen, Gabriel Synnaeve, Yann LeCun
2025	J	`jnl`	What I cannot execute, I do not understand: Training and Evaluating LLMs on Program Execution Traces. CoRR Jordi Armengol-Estapé, Quentin Carbonneaux, Tianjun Zhang, Aram H. Markosyan, Volker Seeker, Chris Cummins, Melanie Kambadur, Michael F. P. O'Boyle, Sida I. Wang, Gabriel Synnaeve, Hugh James Leather
2025	A*	`conf`	What Makes Large Language Models Reason in (Multi-Turn) Code Generation? ICLR Kunhao Zheng, Juliette Decugis, Jonas Gehring, Taco Cohen, Benjamin NéXuanjinggrevergne, Gabriel Synnaeve
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	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	J	`jnl`	DINOv2: Learning Robust Visual Features without Supervision. Trans. Mach. Learn. Res. Maxime Oquab, Timothée Darcet, Théo Moutakanni, Huy V. Vo, Marc Szafraniec, Vasil Khalidov, Pierre Fernandez, Daniel Haziza, Francisco Massa, Alaaeldin El-Nouby, Mido Assran, Nicolas Ballas, Wojciech Galuba, Russell Howes, Po-Yao Huang, Shang-wen Li, Ishan Misra, Michael Rabbat, Vasu Sharma, Gabriel Synnaeve, Hu Xu, Hervé Jégou, Julien Mairal, Patrick Labatut, Armand Joulin, Piotr Bojanowski
2024	A*	`conf`	Discrete Flow Matching. NeurIPS Itai Gat, Tal Remez, Neta Shaul, Felix Kreuk, Ricky T. Q. Chen, Gabriel Synnaeve, Yossi Adi, Yaron Lipman
2024	J	`jnl`	Discrete Flow Matching. CoRR Itai Gat, Tal Remez, Neta Shaul, Felix Kreuk, Ricky T. Q. Chen, Gabriel Synnaeve, Yossi Adi, Yaron Lipman
2024	J	`jnl`	Don't Transform the Code, Code the Transforms: Towards Precise Code Rewriting using LLMs. CoRR Chris Cummins, Volker Seeker, Jordi Armengol-Estapé, Aram H. Markosyan, Gabriel Synnaeve, Hugh Leather
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	A*	`conf`	Masked Audio Generation using a Single Non-Autoregressive Transformer. ICLR Alon Ziv, Itai Gat, Gaël Le Lan, Tal Remez, Felix Kreuk, Jade Copet, Alexandre Défossez, Gabriel Synnaeve, Yossi Adi
2024	J	`jnl`	Masked Audio Generation using a Single Non-Autoregressive Transformer. CoRR Alon Ziv, Itai Gat, Gaël Le Lan, Tal Remez, Felix Kreuk, Alexandre Défossez, Jade Copet, Gabriel Synnaeve, Yossi Adi
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	—	`conf`	Priority Sampling of Large Language Models for Compilers. EuroMLSys@EuroSys Dejan Grubisic, Volker Seeker, Gabriel Synnaeve, Hugh Leather, John M. Mellor-Crummey, Chris Cummins
2024	J	`jnl`	RLEF: Grounding Code LLMs in Execution Feedback with Reinforcement Learning. CoRR Jonas Gehring, Kunhao Zheng, Jade Copet, Vegard Mella, Taco Cohen, Gabriel Synnaeve
2024	J	`jnl`	SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains? CoRR John Yang, Carlos E. Jimenez, Alex L. Zhang, Kilian Lieret, Joyce Yang, Xindi Wu, Ori Press, Niklas Muennighoff, Gabriel Synnaeve, Karthik R. Narasimhan, Diyi Yang, Sida I. Wang, Ofir Press
2024	J	`jnl`	SpiRit-LM: Interleaved Spoken and Written Language Model. CoRR Tu Anh Nguyen, Benjamin Muller, Bokai Yu, Marta R. Costa-jussà, Maha Elbayad, Sravya Popuri, Paul-Ambroise Duquenne, Robin Algayres, Ruslan Mavlyutov, Itai Gat, Gabriel Synnaeve, Juan Pino, Benoît Sagot, Emmanuel Dupoux
2024	J	`jnl`	TestGenEval: A Real World Unit Test Generation and Test Completion Benchmark. CoRR Kush Jain, Gabriel Synnaeve, Baptiste Rozière
2024	J	`jnl`	What Makes Large Language Models Reason in (Multi-Turn) Code Generation? CoRR Kunhao Zheng, Juliette Decugis, Jonas Gehring, Taco Cohen, Benjamin Négrevergne, Gabriel Synnaeve
2023	A*	`conf`	A Data Source for Reasoning Embodied Agents. AAAI Jack Lanchantin, Sainbayar Sukhbaatar, Gabriel Synnaeve, Yuxuan Sun, Kavya Srinet, Arthur Szlam
2023	J	`jnl`	A Data Source for Reasoning Embodied Agents. CoRR Jack Lanchantin, Sainbayar Sukhbaatar, Gabriel Synnaeve, Yuxuan Sun, Kavya Srinet, Arthur Szlam
2023	A*	`conf`	AudioGen: Textually Guided Audio Generation. ICLR Felix Kreuk, Gabriel Synnaeve, Adam Polyak, Uriel Singer, Alexandre Défossez, Jade Copet, Devi Parikh, Yaniv Taigman, Yossi Adi
2023	—	`conf`	Augmentation Invariant Discrete Representation for Generative Spoken Language Modeling. IWSLT@ACL Itai Gat, Felix Kreuk, Tu Anh Nguyen, Ann Lee, Jade Copet, Gabriel Synnaeve, Emmanuel Dupoux, Yossi Adi
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`	DINOv2: Learning Robust Visual Features without Supervision. CoRR Maxime Oquab, Timothée Darcet, Théo Moutakanni, Huy V. Vo, Marc Szafraniec, Vasil Khalidov, Pierre Fernandez, Daniel Haziza, Francisco Massa, Alaaeldin El-Nouby, Mahmoud Assran, Nicolas Ballas, Wojciech Galuba, Russell Howes, Po-Yao Huang, Shang-wen Li, Ishan Misra, Michael G. Rabbat, Vasu Sharma, Gabriel Synnaeve, Hu Xu, Hervé Jégou, Julien Mairal, Patrick Labatut, Armand Joulin, Piotr Bojanowski
2023	J	`jnl`	EXPRESSO: A Benchmark and Analysis of Discrete Expressive Speech Resynthesis. CoRR Tu Anh Nguyen, Wei-Ning Hsu, Antony D'Avirro, Bowen Shi, Itai Gat, Maryam Fazel-Zarandi, Tal Remez, Jade Copet, Gabriel Synnaeve, Michael Hassid, Felix Kreuk, Yossi Adi, Emmanuel Dupoux
2023	A	`conf`	Expresso: A Benchmark and Analysis of Discrete Expressive Speech Resynthesis. INTERSPEECH Tu Anh Nguyen, Wei-Ning Hsu, Antony D'Avirro, Bowen Shi, Itai Gat, Maryam Fazel-Zarandi, Tal Remez, Jade Copet, Gabriel Synnaeve, Michael Hassid, Felix Kreuk, Yossi Adi, Emmanuel Dupoux
2023	A*	`conf`	From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion. NeurIPS Robin San Roman, Yossi Adi, Antoine Deleforge, Romain Serizel, Gabriel Synnaeve, Alexandre Défossez
2023	J	`jnl`	From Discrete Tokens to High-Fidelity Audio Using Multi-Band Diffusion. CoRR Robin San-Roman, Yossi Adi, Antoine Deleforge, Romain Serizel, Gabriel Synnaeve, Alexandre Défossez
2023	A*	`conf`	Generative Spoken Language Model based on continuous word-sized audio tokens. EMNLP Robin Algayres, Yossi Adi, Tu Anh Nguyen, Jade Copet, Gabriel Synnaeve, Benoît Sagot, Emmanuel Dupoux
2023	J	`jnl`	Generative Spoken Language Model based on continuous word-sized audio tokens. CoRR Robin Algayres, Yossi Adi, Tu Anh Nguyen, Jade Copet, Gabriel Synnaeve, Benoît Sagot, Emmanuel Dupoux
2023	J	`jnl`	High Fidelity Neural Audio Compression. Trans. Mach. Learn. Res. Alexandre Défossez, Jade Copet, Gabriel Synnaeve, Yossi Adi
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 Demonstrations with Latent Space Priors. Trans. Mach. Learn. Res. Jonas Gehring, Deepak Gopinath, Jungdam Won, Andreas Krause, Gabriel Synnaeve, Nicolas Usunier
2023	J	`jnl`	Leveraging Static Analysis for Bug Repair. CoRR Ruba Mutasim, Gabriel Synnaeve, David Pichardie, Baptiste Rozière
2023	J	`jnl`	Purple Llama CyberSecEval: A Secure Coding Benchmark for Language Models. CoRR Manish Bhatt, Sahana Chennabasappa, Cyrus Nikolaidis, Shengye Wan, Ivan Evtimov, Dominik Gabi, Daniel Song, Faizan Ahmad, Cornelius Aschermann, Lorenzo Fontana, Sasha Frolov, Ravi Prakash Giri, Dhaval Kapil, Yiannis Kozyrakis, David LeBlanc, James Milazzo, Aleksandar Straumann, Gabriel Synnaeve, Varun Vontimitta, Spencer Whitman, Joshua Saxe
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
2023	A*	`conf`	Simple and Controllable Music Generation. NeurIPS Jade Copet, Felix Kreuk, Itai Gat, Tal Remez, David Kant, Gabriel Synnaeve, Yossi Adi, Alexandre Défossez
2023	J	`jnl`	Simple and Controllable Music Generation. CoRR Jade Copet, Felix Kreuk, Itai Gat, Tal Remez, David Kant, Gabriel Synnaeve, Yossi Adi, Alexandre Défossez
2023	A*	`conf`	Textually Pretrained Speech Language Models. NeurIPS Michael Hassid, Tal Remez, Tu Anh Nguyen, Itai Gat, Alexis Conneau, Felix Kreuk, Jade Copet, Alexandre Défossez, Gabriel Synnaeve, Emmanuel Dupoux, Roy Schwartz, Yossi Adi
2023	J	`jnl`	Textually Pretrained Speech Language Models. CoRR Michael Hassid, Tal Remez, Tu Anh Nguyen, Itai Gat, Alexis Conneau, Felix Kreuk, Jade Copet, Alexandre Défossez, Gabriel Synnaeve, Emmanuel Dupoux, Roy Schwartz, Yossi Adi
2022	J	`jnl`	Audio Language Modeling using Perceptually-Guided Discrete Representations. CoRR Felix Kreuk, Yaniv Taigman, Adam Polyak, Jade Copet, Gabriel Synnaeve, Alexandre Défossez, Yossi Adi
2022	J	`jnl`	AudioGen: Textually Guided Audio Generation. CoRR Felix Kreuk, Gabriel Synnaeve, Adam Polyak, Uriel Singer, Alexandre Défossez, Jade Copet, Devi Parikh, Yaniv Taigman, Yossi Adi
2022	J	`jnl`	Code Translation with Compiler Representations. CoRR Marc Szafraniec, Baptiste Rozière, Hugh Leather, François Charton, Patrick Labatut, Gabriel Synnaeve
2022	J	`jnl`	Contrastive Distillation Is a Sample-Efficient Self-Supervised Loss Policy for Transfer Learning. CoRR Chris Lengerich, Gabriel Synnaeve, Amy Zhang, Hugh Leather, Kurt Shuster, François Charton, Charysse Redwood
2022	J	`jnl`	Differentiable Model Compression via Pseudo Quantization Noise. Trans. Mach. Learn. Res. Alexandre Défossez, Yossi Adi, Gabriel Synnaeve
2022	A*	`conf`	Flashlight: Enabling Innovation in Tools for Machine Learning. ICML Jacob D. Kahn, Vineel Pratap, Tatiana Likhomanenko, Qiantong Xu, Awni Y. Hannun, Jeff Cai, Paden Tomasello, Ann Lee, Edouard Grave, Gilad Avidov, Benoit Steiner, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
2022	J	`jnl`	Flashlight: Enabling Innovation in Tools for Machine Learning. CoRR Jacob Kahn, Vineel Pratap, Tatiana Likhomanenko, Qiantong Xu, Awni Y. Hannun, Jeff Cai, Paden Tomasello, Ann Lee, Edouard Grave, Gilad Avidov, Benoit Steiner, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
2022	A*	`conf`	Gradient Matching for Domain Generalization. ICLR Yuge Shi, Jeffrey Seely, Philip H. S. Torr, Siddharth Narayanaswamy, Awni Y. Hannun, Nicolas Usunier, Gabriel Synnaeve
2022	J	`jnl`	High Fidelity Neural Audio Compression. CoRR Alexandre Défossez, Jade Copet, Gabriel Synnaeve, Yossi Adi
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	J	`jnl`	Leveraging Demonstrations with Latent Space Priors. CoRR Jonas Gehring, Deepak Gopinath, Jungdam Won, Andreas Krause, Gabriel Synnaeve, Nicolas Usunier
2022	J	`jnl`	On The Robustness of Self-Supervised Representations for Spoken Language Modeling. CoRR Itai Gat, Felix Kreuk, Ann Lee, Jade Copet, Gabriel Synnaeve, Emmanuel Dupoux, Yossi Adi
2022	Misc	`conf`	Pseudo-Labeling for Massively Multilingual Speech Recognition. ICASSP Loren Lugosch, Tatiana Likhomanenko, Gabriel Synnaeve, Ronan Collobert
2022	J	`jnl`	Star Temporal Classification: Sequence Classification with Partially Labeled Data. CoRR Vineel Pratap, Awni Y. Hannun, Gabriel Synnaeve, Ronan Collobert
2022	A*	`conf`	Star Temporal Classification: Sequence Modeling with Partially Labeled Data. NeurIPS Vineel Pratap, Awni Hannun, Gabriel Synnaeve, Ronan Collobert
2022	Misc	`conf`	Word Order does not Matter for Speech Recognition. ICASSP Vineel Pratap, Qiantong Xu, Tatiana Likhomanenko, Gabriel Synnaeve, Ronan Collobert
2021	J	`jnl`	ASR4REAL: An extended benchmark for speech models. CoRR Morgane Rivière, Jade Copet, Gabriel Synnaeve
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`	CAPE: Encoding Relative Positions with Continuous Augmented Positional Embeddings. NeurIPS Tatiana Likhomanenko, Qiantong Xu, Gabriel Synnaeve, Ronan Collobert, Alex Rogozhnikov
2021	J	`jnl`	CAPE: Encoding Relative Positions with Continuous Augmented Positional Embeddings. CoRR Tatiana Likhomanenko, Qiantong Xu, Ronan Collobert, Gabriel Synnaeve, Alex Rogozhnikov
2021	—	`conf`	Data Augmenting Contrastive Learning of Speech Representations in the Time Domain. SLT Eugene Kharitonov, Morgane Rivière, Gabriel Synnaeve, Lior Wolf, Pierre-Emmanuel Mazaré, Matthijs Douze, Emmanuel Dupoux
2021	J	`jnl`	Differentiable Model Compression via Pseudo Quantization Noise. CoRR Alexandre Défossez, Yossi Adi, Gabriel Synnaeve
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	J	`jnl`	Gradient Matching for Domain Generalization. CoRR Yuge Shi, Jeffrey Seely, Philip H. S. Torr, N. Siddharth, Awni Y. Hannun, Nicolas Usunier, Gabriel Synnaeve
2021	A*	`conf`	Hierarchical Skills for Efficient Exploration. NeurIPS Jonas Gehring, Gabriel Synnaeve, Andreas Krause, Nicolas Usunier
2021	J	`jnl`	Hierarchical Skills for Efficient Exploration. CoRR Jonas Gehring, Gabriel Synnaeve, Andreas Krause, Nicolas Usunier
2021	Misc	`conf`	Joint Masked CPC And CTC Training For ASR. ICASSP Chaitanya Talnikar, Tatiana Likhomanenko, Ronan Collobert, Gabriel Synnaeve
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
2021	A*	`conf`	MDETR - Modulated Detection for End-to-End Multi-Modal Understanding. ICCV Aishwarya Kamath, Mannat Singh, Yann LeCun, Gabriel Synnaeve, Ishan Misra, Nicolas Carion
2021	J	`jnl`	MDETR - Modulated Detection for End-to-End Multi-Modal Understanding. CoRR Aishwarya Kamath, Mannat Singh, Yann LeCun, Ishan Misra, Gabriel Synnaeve, Nicolas Carion
2021	J	`jnl`	Pseudo-Labeling for Massively Multilingual Speech Recognition. CoRR Loren Lugosch, Tatiana Likhomanenko, Gabriel Synnaeve, Ronan Collobert
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	A	`conf`	Rethinking Evaluation in ASR: Are Our Models Robust Enough? Interspeech Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Paden Tomasello, Jacob Kahn, Gilad Avidov, Ronan Collobert, Gabriel Synnaeve
2021	A	`conf`	Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training. Interspeech Wei-Ning Hsu, Anuroop Sriram, Alexei Baevski, Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Jacob Kahn, Ann Lee, Ronan Collobert, Gabriel Synnaeve, Michael Auli
2021	J	`jnl`	Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training. CoRR Wei-Ning Hsu, Anuroop Sriram, Alexei Baevski, Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Jacob Kahn, Ann Lee, Ronan Collobert, Gabriel Synnaeve, Michael Auli
2021	Misc	`conf`	Self-Training and Pre-Training are Complementary for Speech Recognition. ICASSP Qiantong Xu, Alexei Baevski, Tatiana Likhomanenko, Paden Tomasello, Alexis Conneau, Ronan Collobert, Gabriel Synnaeve, Michael Auli
2021	—	`conf`	Semi-Supervised end-to-end Speech Recognition via Local Prior Matching. SLT Wei-Ning Hsu, Ann Lee, Gabriel Synnaeve, Awni Y. Hannun
2021	J	`jnl`	Word Order Does Not Matter For Speech Recognition. CoRR Vineel Pratap, Qiantong Xu, Tatiana Likhomanenko, Gabriel Synnaeve, Ronan Collobert
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
2021	A	`conf`	slimIPL: Language-Model-Free Iterative Pseudo-Labeling. Interspeech Tatiana Likhomanenko, Qiantong Xu, Jacob Kahn, Gabriel Synnaeve, Ronan Collobert
2020	A	`conf`	Contextualizing ASR Lattice Rescoring with Hybrid Pointer Network Language Model. INTERSPEECH Da-Rong Liu, Chunxi Liu, Frank Zhang, Gabriel Synnaeve, Yatharth Saraf, Geoffrey Zweig
2020	J	`jnl`	Contextualizing ASR Lattice Rescoring with Hybrid Pointer Network Language Model. CoRR Da-Rong Liu, Chunxi Liu, Frank Zhang, Gabriel Synnaeve, Yatharth Saraf, Geoffrey Zweig
2020	Misc	`conf`	DEJA-VU: Double Feature Presentation and Iterated Loss in Deep Transformer Networks. ICASSP Andros Tjandra, Chunxi Liu, Frank Zhang, Xiaohui Zhang, Yongqiang Wang, Gabriel Synnaeve, Satoshi Nakamura, Geoffrey Zweig
2020	J	`jnl`	Data Augmenting Contrastive Learning of Speech Representations in the Time Domain. CoRR Eugene Kharitonov, Morgane Rivière, Gabriel Synnaeve, Lior Wolf, Pierre-Emmanuel Mazaré, Matthijs Douze, Emmanuel Dupoux
2020	—	`conf`	End-to-End Object Detection with Transformers. ECCV (1) Nicolas Carion, Francisco Massa, Gabriel Synnaeve, Nicolas Usunier, Alexander Kirillov, Sergey Zagoruyko
2020	J	`jnl`	End-to-End Object Detection with Transformers. CoRR Nicolas Carion, Francisco Massa, Gabriel Synnaeve, Nicolas Usunier, Alexander Kirillov, Sergey Zagoruyko
2020	A*	`conf`	Growing Action Spaces. ICML Gregory Farquhar, Laura Gustafson, Zeming Lin, Shimon Whiteson, Nicolas Usunier, Gabriel Synnaeve
2020	A	`conf`	Iterative Pseudo-Labeling for Speech Recognition. INTERSPEECH Qiantong Xu, Tatiana Likhomanenko, Jacob Kahn, Awni Y. Hannun, Gabriel Synnaeve, Ronan Collobert
2020	J	`jnl`	Iterative Pseudo-Labeling for Speech Recognition. CoRR Qiantong Xu, Tatiana Likhomanenko, Jacob Kahn, Awni Y. Hannun, Gabriel Synnaeve, Ronan Collobert
2020	J	`jnl`	Joint Masked CPC and CTC Training for ASR. CoRR Chaitanya Talnikar, Tatiana Likhomanenko, Ronan Collobert, Gabriel Synnaeve
2020	Misc	`conf`	Libri-Light: A Benchmark for ASR with Limited or No Supervision. ICASSP Jacob Kahn, Morgane Rivière, Weiyi Zheng, Evgeny Kharitonov, Qiantong Xu, Pierre-Emmanuel Mazaré, Julien Karadayi, Vitaliy Liptchinsky, Ronan Collobert, Christian Fuegen, Tatiana Likhomanenko, Gabriel Synnaeve, Armand Joulin, Abdelrahman Mohamed, Emmanuel Dupoux
2020	A	`conf`	MLS: A Large-Scale Multilingual Dataset for Speech Research. INTERSPEECH Vineel Pratap, Qiantong Xu, Anuroop Sriram, Gabriel Synnaeve, Ronan Collobert
2020	J	`jnl`	MLS: A Large-Scale Multilingual Dataset for Speech Research. CoRR Vineel Pratap, Qiantong Xu, Anuroop Sriram, Gabriel Synnaeve, Ronan Collobert
2020	A	`conf`	Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters. INTERSPEECH Vineel Pratap, Anuroop Sriram, Paden Tomasello, Awni Y. Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
2020	J	`jnl`	Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters. CoRR Vineel Pratap, Anuroop Sriram, Paden Tomasello, Awni Y. Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
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	J	`jnl`	Population Based Training for Data Augmentation and Regularization in Speech Recognition. CoRR Daniel Haziza, Jérémy Rapin, Gabriel Synnaeve
2020	A	`conf`	Real Time Speech Enhancement in the Waveform Domain. INTERSPEECH Alexandre Défossez, Gabriel Synnaeve, Yossi Adi
2020	J	`jnl`	Real Time Speech Enhancement in the Waveform Domain. CoRR Alexandre Défossez, Gabriel Synnaeve, Yossi Adi
2020	J	`jnl`	Rethinking Evaluation in ASR: Are Our Models Robust Enough? CoRR Tatiana Likhomanenko, Qiantong Xu, Vineel Pratap, Paden Tomasello, Jacob Kahn, Gilad Avidov, Ronan Collobert, Gabriel Synnaeve
2020	A	`conf`	Scaling Up Online Speech Recognition Using ConvNets. INTERSPEECH Vineel Pratap, Qiantong Xu, Jacob Kahn, Gilad Avidov, Tatiana Likhomanenko, Awni Y. Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
2020	J	`jnl`	Scaling Up Online Speech Recognition Using ConvNets. CoRR Vineel Pratap, Qiantong Xu, Jacob Kahn, Gilad Avidov, Tatiana Likhomanenko, Awni Y. Hannun, Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
2020	J	`jnl`	Self-training and Pre-training are Complementary for Speech Recognition. CoRR Qiantong Xu, Alexei Baevski, Tatiana Likhomanenko, Paden Tomasello, Alexis Conneau, Ronan Collobert, Gabriel Synnaeve, Michael Auli
2020	J	`jnl`	Semi-Supervised Speech Recognition via Local Prior Matching. CoRR Wei-Ning Hsu, Ann Lee, Gabriel Synnaeve, Awni Y. Hannun
2020	A*	`conf`	Word-Level Speech Recognition With a Letter to Word Encoder. ICML Ronan Collobert, Awni Y. Hannun, Gabriel Synnaeve
2020	J	`jnl`	slimIPL: Language-Model-Free Iterative Pseudo-Labeling. CoRR Tatiana Likhomanenko, Qiantong Xu, Jacob Kahn, Gabriel Synnaeve, Ronan Collobert
2019	J	`jnl`	A Fully Differentiable Beam Search Decoder. CoRR Ronan Collobert, Awni Y. Hannun, Gabriel Synnaeve
2019	A*	`conf`	A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning. NeurIPS Nicolas Carion, Nicolas Usunier, Gabriel Synnaeve, Alessandro Lazaric
2019	J	`jnl`	A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning. CoRR Nicolas Carion, Gabriel Synnaeve, Alessandro Lazaric, Nicolas Usunier
2019	A*	`conf`	A fully differentiable beam search decoder. ICML Ronan Collobert, Awni Y. Hannun, Gabriel Synnaeve
2019	J	`jnl`	Deja-vu: Double Feature Presentation in Deep Transformer Networks. CoRR Andros Tjandra, Chunxi Liu, Frank Zhang, Xiaohui Zhang, Yongqiang Wang, Gabriel Synnaeve, Satoshi Nakamura, Geoffrey Zweig
2019	J	`jnl`	End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures. CoRR Gabriel Synnaeve, Qiantong Xu, Jacob Kahn, Edouard Grave, Tatiana Likhomanenko, Vineel Pratap, Anuroop Sriram, Vitaliy Liptchinsky, Ronan Collobert
2019	J	`jnl`	Growing Action Spaces. CoRR Gregory Farquhar, Laura Gustafson, Zeming Lin, Shimon Whiteson, Nicolas Usunier, Gabriel Synnaeve
2019	J	`jnl`	Libri-Light: A Benchmark for ASR with Limited or No Supervision. CoRR Jacob Kahn, Morgane Rivière, Weiyi Zheng, Evgeny Kharitonov, Qiantong Xu, Pierre-Emmanuel Mazaré, Julien Karadayi, Vitaliy Liptchinsky, Ronan Collobert, Christian Fuegen, Tatiana Likhomanenko, Gabriel Synnaeve, Armand Joulin, Abdelrahman Mohamed, Emmanuel Dupoux
2019	—	`ch.`	RTS AI Problems and Techniques. Encyclopedia of Computer Graphics and Games Santiago Ontañón, Gabriel Synnaeve, Alberto Uriarte, Florian Richoux, David Churchill, Mike Preuss
2019	—	`ch.`	StarCraft Bots and Competitions. Encyclopedia of Computer Graphics and Games David Churchill, Mike Preuss, Florian Richoux, Gabriel Synnaeve, Alberto Uriarte, Santiago Ontañón, Michal Certický
2019	Misc	`conf`	To Reverse the Gradient or Not: an Empirical Comparison of Adversarial and Multi-task Learning in Speech Recognition. ICASSP Yossi Adi, Neil Zeghidour, Ronan Collobert, Nicolas Usunier, Vitaliy Liptchinsky, Gabriel Synnaeve
2019	—	`conf`	Value Propagation Networks. ICLR (Poster) Nantas Nardelli, Gabriel Synnaeve, Zeming Lin, Pushmeet Kohli, Philip H. S. Torr, Nicolas Usunier
2019	Misc	`conf`	Wav2Letter++: A Fast Open-source Speech Recognition System. ICASSP Vineel Pratap, Awni Y. Hannun, Qiantong Xu, Jeff Cai, Jacob Kahn, Gabriel Synnaeve, Vitaliy Liptchinsky, Ronan Collobert
2019	A	`conf`	Who Needs Words? Lexicon-Free Speech Recognition. INTERSPEECH Tatiana Likhomanenko, Gabriel Synnaeve, Ronan Collobert
2019	J	`jnl`	Who Needs Words? Lexicon-Free Speech Recognition. CoRR Tatiana Likhomanenko, Gabriel Synnaeve, Ronan Collobert
2019	J	`jnl`	Why Build an Assistant in Minecraft? CoRR Arthur Szlam, Jonathan Gray, Kavya Srinet, Yacine Jernite, Armand Joulin, Gabriel Synnaeve, Douwe Kiela, Haonan Yu, Zhuoyuan Chen, Siddharth Goyal, Demi Guo, Danielle Rothermel, C. Lawrence Zitnick, Jason Weston
2019	J	`jnl`	Word-level Speech Recognition with a Dynamic Lexicon. CoRR Ronan Collobert, Awni Y. Hannun, Gabriel Synnaeve
2018	J	`jnl`	End-to-End Speech Recognition From the Raw Waveform. CoRR Neil Zeghidour, Nicolas Usunier, Gabriel Synnaeve, Ronan Collobert, Emmanuel Dupoux
2018	A	`conf`	End-to-End Speech Recognition from the Raw Waveform. INTERSPEECH Neil Zeghidour, Nicolas Usunier, Gabriel Synnaeve, Ronan Collobert, Emmanuel Dupoux
2018	A*	`conf`	Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger. NeurIPS Gabriel Synnaeve, Zeming Lin, Jonas Gehring, Daniel Gant, Vegard Mella, Vasil Khalidov, Nicolas Carion, Nicolas Usunier
2018	J	`jnl`	Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger. CoRR Gabriel Synnaeve, Zeming Lin, Jonas Gehring, Daniel Gant, Vegard Mella, Vasil Khalidov, Nicolas Carion, Nicolas Usunier
2018	J	`jnl`	Fully Convolutional Speech Recognition. CoRR Neil Zeghidour, Qiantong Xu, Vitaliy Liptchinsky, Nicolas Usunier, Gabriel Synnaeve, Ronan Collobert
2018	J	`jnl`	High-Level Strategy Selection under Partial Observability in StarCraft: Brood War. CoRR Jonas Gehring, Da Ju, Vegard Mella, Daniel Gant, Nicolas Usunier, Gabriel Synnaeve
2018	—	`conf`	Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play. ICLR (Poster) Sainbayar Sukhbaatar, Zeming Lin, Ilya Kostrikov, Gabriel Synnaeve, Arthur Szlam, Rob Fergus
2018	Misc	`conf`	Learning Filterbanks from Raw Speech for Phone Recognition. ICASSP Neil Zeghidour, Nicolas Usunier, Iasonas Kokkinos, Thomas Schatz, Gabriel Synnaeve, Emmanuel Dupoux
2018	J	`jnl`	To Reverse the Gradient or Not: An Empirical Comparison of Adversarial and Multi-task Learning in Speech Recognition. CoRR Yossi Adi, Neil Zeghidour, Ronan Collobert, Nicolas Usunier, Vitaliy Liptchinsky, Gabriel Synnaeve
2018	J	`jnl`	Value Propagation Networks. CoRR Nantas Nardelli, Gabriel Synnaeve, Zeming Lin, Pushmeet Kohli, Philip H. S. Torr, Nicolas Usunier
2018	J	`jnl`	wav2letter++: The Fastest Open-source Speech Recognition System. CoRR Vineel Pratap, Awni Y. Hannun, Qiantong Xu, Jeff Cai, Jacob Kahn, Gabriel Synnaeve, Vitaliy Liptchinsky, Ronan Collobert
2017	—	`conf`	An Analysis of Model-Based Heuristic Search Techniques for StarCraft Combat Scenarios. AIIDE Workshops David Churchill, Zeming Lin, Gabriel Synnaeve
2017	—	`conf`	Episodic Exploration for Deep Deterministic Policies for StarCraft Micromanagement. ICLR (Poster) Nicolas Usunier, Gabriel Synnaeve, Zeming Lin, Soumith Chintala
2017	J	`jnl`	Learning Filterbanks from Raw Speech for Phone Recognition. CoRR Neil Zeghidour, Nicolas Usunier, Iasonas Kokkinos, Thomas Schatz, Gabriel Synnaeve, Emmanuel Dupoux
2017	J	`jnl`	Letter-Based Speech Recognition with Gated ConvNets. CoRR Vitaliy Liptchinsky, Gabriel Synnaeve, Ronan Collobert
2017	—	`conf`	STARDATA: A StarCraft AI Research Dataset. AIIDE Zeming Lin, Jonas Gehring, Vasil Khalidov, Gabriel Synnaeve
2017	J	`jnl`	STARDATA: A StarCraft AI Research Dataset. CoRR Zeming Lin, Jonas Gehring, Vasil Khalidov, Gabriel Synnaeve
2016	—	`conf`	A Temporal Coherence Loss Function for Learning Unsupervised Acoustic Embeddings. SLTU Gabriel Synnaeve, Emmanuel Dupoux
2016	Misc	`conf`	A deep scattering spectrum - Deep Siamese network pipeline for unsupervised acoustic modeling. ICASSP Neil Zeghidour, Gabriel Synnaeve, Maarten Versteegh, Emmanuel Dupoux
2016	J	`jnl`	Episodic Exploration for Deep Deterministic Policies: An Application to StarCraft Micromanagement Tasks. CoRR Nicolas Usunier, Gabriel Synnaeve, Zeming Lin, Soumith Chintala
2016	A	`conf`	Joint Learning of Speaker and Phonetic Similarities with Siamese Networks. INTERSPEECH Neil Zeghidour, Gabriel Synnaeve, Nicolas Usunier, Emmanuel Dupoux
2016	A	`conf`	Jointly Learning to Locate and Classify Words Using Convolutional Networks. INTERSPEECH Dimitri Palaz, Gabriel Synnaeve, Ronan Collobert
2016	J	`jnl`	Multiscale Bayesian Modeling for RTS Games: An Application to StarCraft AI. IEEE Trans. Comput. Intell. AI Games Gabriel Synnaeve, Pierre Bessière
2016	J	`jnl`	TorchCraft: a Library for Machine Learning Research on Real-Time Strategy Games. CoRR Gabriel Synnaeve, Nantas Nardelli, Alex Auvolat, Soumith Chintala, Timothée Lacroix, Zeming Lin, Florian Richoux, Nicolas Usunier
2016	J	`jnl`	Wav2Letter: an End-to-End ConvNet-based Speech Recognition System. CoRR Ronan Collobert, Christian Puhrsch, Gabriel Synnaeve
2015	A	`conf`	A hybrid dynamic time warping-deep neural network architecture for unsupervised acoustic modeling. INTERSPEECH Roland Thiollière, Ewan Dunbar, Gabriel Synnaeve, Maarten Versteegh, Emmanuel Dupoux
2015	J	`jnl`	MazeBase: A Sandbox for Learning from Games. CoRR Sainbayar Sukhbaatar, Arthur Szlam, Gabriel Synnaeve, Soumith Chintala, Rob Fergus
2015	—	`conf`	Prosodic boundary information helps unsupervised word segmentation. HLT-NAACL Bogdan Ludusan, Gabriel Synnaeve, Emmanuel Dupoux
2015	—	`conf`	Quantitative methods for comparing featural representations. ICPhS Ewan Dunbar, Gabriel Synnaeve, Emmanuel Dupoux
2015	—	`conf`	Weakly Supervised Multi-Embeddings Learning of Acoustic Models. ICLR (Workshop) Gabriel Synnaeve, Emmanuel Dupoux
2014	—	`conf`	Phonetics embedding learning with side information. SLT Gabriel Synnaeve, Thomas Schatz, Emmanuel Dupoux
2014	B	`conf`	Unsupervised Word Segmentation in Context. COLING Gabriel Synnaeve, Isabelle Dautriche, Benjamin Börschinger, Mark Johnson, Emmanuel Dupoux
2013	J	`jnl`	A Survey of Real-Time Strategy Game AI Research and Competition in StarCraft. IEEE Trans. Comput. Intell. AI Games Santiago Ontañón, Gabriel Synnaeve, Alberto Uriarte, Florian Richoux, David Churchill, Mike Preuss
2012	J	`jnl`	A Dataset for StarCraft AI & an Example of Armies Clustering CoRR Gabriel Synnaeve, Pierre Bessière
2012	—	`—`	Programmation et apprentissage bayésien pour les jeux vidéo multi-joueurs, application à l'intelligence artificielle de jeux de stratégies temps-réel. (Bayesian Programming and Learning for Multi-Player Video Games, Application to RTS AI). Gabriel Synnaeve
2012	—	`conf`	Special tactics: A Bayesian approach to tactical decision-making. CIG Gabriel Synnaeve, Pierre Bessière
2011	—	`conf`	A Bayesian Model for Plan Recognition in RTS Games Applied to StarCraft. AIIDE Gabriel Synnaeve, Pierre Bessière
2011	J	`jnl`	A Bayesian Model for Plan Recognition in RTS Games applied to StarCraft CoRR Gabriel Synnaeve, Pierre Bessière
2011	—	`conf`	A Bayesian model for RTS units control applied to StarCraft. CIG Gabriel Synnaeve, Pierre Bessière
2011	—	`conf`	A Bayesian model for opening prediction in RTS games with application to StarCraft. CIG Gabriel Synnaeve, Pierre Bessière
2011	—	`conf`	Discretized Kinetic Models for Abductive Reasoning in Systems Biology. BIOSTEC (Selected Papers) Gabriel Synnaeve, Katsumi Inoue, Andrei Doncescu, Hidetomo Nabeshima, Yoshitaka Kameya, Masakazu Ishihata, Taisuke Sato
2011	—	`conf`	Kinetic Models and Qualitative Abstraction for Relational Learning in Systems Biology. BIOINFORMATICS Gabriel Synnaeve, Katsumi Inoue, Andrei Doncescu, Hidetomo Nabeshima, Yoshitaka Kameya, Masakazu Ishihata, Taisuke Sato
2010	J	`jnl`	Bayesian Modeling of a Human MMORPG Player CoRR Gabriel Synnaeve, Pierre Bessière
2010	—	`conf`	Main Pathway Discovery in Metabolic Pathways. AINA Workshops Katsumi Inoue, Andrei Doncescu, Gabriel Synnaeve, Nabil Kabbaj