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Gabriel Synnaeve

  1. DINOv2: Learning Robust Visual Features without Supervision
    2023/04/14 by Maxime Oquab, Oquab, Maxime, Timothée Darcet +50 · 5 voices · 2078 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
  2. Better & Faster Large Language Models via Multi-token Prediction
    2024/04/30 by Fabian Gloeckle, Gloeckle, Fabian, Badr Youbi Idrissi +8 · 6 voices · 111 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  3. End-to-End Object Detection with Transformers
    2020/05/26 by Nicolas Carion, Francisco Massa, Carion, Nicolas +9 · 1 voice · 755 citations
    #cs.CV
  4. Large Language Models for Compiler Optimization
    2023/09/11 by Chris Cummins, Volker Seeker, Cummins, Chris +20 · 2 voices · 17 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Software Engineering Research #Software Testing and Debugging Techniques #cs.AI #cs.CL #cs.LG #cs.PL
  5. High Fidelity Neural Audio Compression
    2022/10/24 by Alexandre Défossez, Défossez, Alexandre, Jade Copet +5 · 1 voice · 235 citations
    Computer Science · Engineering · Mathematics · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Machine Learning (stat.ML) #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #cs.AI #cs.SD #eess.AS #electronic engineering #information engineering #stat.ML
  6. Code Llama: Open Foundation Models for Code
    2023/08/24 by Baptiste Rozière, Rozière, Baptiste, Jonas Gehring +48 · 406 citations
    Computer Science · #Model-Driven Software Engineering Techniques #Advanced Database Systems and Queries #Semantic Web and Ontologies
  7. Simple and Controllable Music Generation
    2023/06/08 by Jade Copet, Felix Kreuk, Copet, Jade +13 · 2 voices · 145 citations
    Computer Science · #Music Technology and Sound Studies #Music and Audio Processing #Speech and Audio Processing #cs.AI #cs.LG #cs.SD #eess.AS
  8. Episodic Exploration for Deep Deterministic Policies: An Application to\n StarCraft Micromanagement Tasks
    2016/09/09 by Nicolas Usunier, Usunier, Nicolas, Gabriel Synnaeve +5 · 1 voice · 19 citations
    Computer Science · Economics, Econometrics and Finance · Social Sciences · #Artificial Intelligence in Games #Sports Analytics and Performance #Digital Games and Media
  9. ProgramBench: Can Language Models Rebuild Programs From Scratch?
    2026/05/05 by John Yang, Kilian Lieret, Jeffrey Ma +9 · 17 voices · 6 citations
    #cs.SE #cs.AI
  10. RLEF: Grounding Code LLMs in Execution Feedback with Reinforcement Learning
    2024/10/02 by Jonas Gehring, Gehring, Jonas, Kunhao Zheng +11 · 4 voices · 39 citations
    Computer Science · #cs.CL #cs.AI
  11. MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding
    2021/04/26 by Aishwarya Kamath, Kamath, Aishwarya, Mannat Singh +9 · 79 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  12. AudioGen: Textually Guided Audio Generation
    2022/09/30 by Felix Kreuk, Gabriel Synnaeve, Kreuk, Felix +15 · 64 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  13. CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution
    2024/01/05 by Alex Gu, Gu, Alex, Baptiste Rozière +9 · 79 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Parallel Computing and Optimization Techniques #Software Engineering (cs.SE) #Software Engineering Research
  14. Discrete Flow Matching
    2024/07/22 by Itai Gat, Tal Remez, Gat, Itai +13 · 92 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques
  15. MazeBase: A Sandbox for Learning from Games
    2015/11/23 by Sainbayar Sukhbaatar, Arthur Szlam, Sukhbaatar, Sainbayar +7 · 1 voice · 9 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Games #Digital Games and Media #Reinforcement Learning in Robotics #cs.AI #cs.LG #cs.NE
  16. SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?
    2024/10/04 by John Yang, Carlos Jimenez-Gomez, Yang, John +23 · 61 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices
  17. SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution
    2025/02/25 by Yuxiang Wei, Wei, Yuxiang, Olivier Duchenne +15 · 81 citations
    Computer Science · #Software Engineering Research #Multi-Agent Systems and Negotiation
  18. ResMLP: Feedforward networks for image classification with data-efficient training
    2021/05/07 by Hugo Touvron, Piotr Bojanowski, Touvron, Hugo +19 · 21 citations
    Computer Science · Medicine · Neuroscience · #Brain Tumor Detection and Classification #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences
  19. Textually Pretrained Speech Language Models
    2023/05/22 by Michael Hassid, Hassid, Michael, Tal Remez +21 · 29 citations
    Computer Science · #Topic Modeling #Speech Recognition and Synthesis #Natural Language Processing Techniques
  20. EXPRESSO: A Benchmark and Analysis of Discrete Expressive Speech Resynthesis
    2023/08/10 by Tu Anh Nguyen, Nguyen, Tu Anh, Wei-Ning Hsu +23 · 30 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and dialogue systems #Topic Modeling #electronic engineering #information engineering
  21. Purple Llama CyberSecEval: A Secure Coding Benchmark for Language Models
    2023/12/07 by Manish Bhatt, Bhatt, Manish, Sahana Chennabasappa +39 · 28 citations
    Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Topic Modeling
  22. Gradient Matching for Domain Generalization
    2021/04/20 by Yuge Shi, Shi, Yuge, Jeffrey Seely +10 · 17 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling
  23. Toward Training Superintelligent Software Agents through Self-Play SWE-RL
    2025/12/21 by Yuxiang Wei, Wei, Yuxiang, Zhiqing Sun +15 · 4 voices · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Software Engineering (cs.SE) #Software Engineering Research #cs.AI #cs.CL #cs.LG #cs.SE
  24. XCiT: Cross-Covariance Image Transformers
    2021/06/17 by Alaaeldin El-Nouby, Hugo Touvron, El-Nouby, Alaaeldin +19 · 18 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  25. TestGenEval: A Real World Unit Test Generation and Test Completion Benchmark
    2024/10/01 by Kush Jain, Jain, Kush, Gabriel Synnaeve +3 · 1 voice · 24 citations
    Computer Science · #Online Learning and Analytics #Software System Performance and Reliability #cs.SE
  26. Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised\n Pre-Training
    2021/04/02 by Wei-Ning Hsu, Hsu, Wei-Ning, Anuroop Sriram +19 · 12 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  27. TorchCraft: a Library for Machine Learning Research on Real-Time Strategy Games
    2016/11/01 by Gabriel Synnaeve, Nantas Nardelli, Synnaeve, Gabriel +13 · 18 citations
    Computer Science · Decision Sciences · #Artificial Intelligence in Games #Simulation Techniques and Applications #Reinforcement Learning in Robotics
  28. Meta Large Language Model Compiler: Foundation Models of Compiler Optimization
    2024/06/27 by Chris Cummins, Cummins, Chris, Volker Seeker +11 · 22 citations
    Computer Science · #Distributed and Parallel Computing Systems #Model-Driven Software Engineering Techniques #Parallel Computing and Optimization Techniques
  29. Masked Audio Generation using a Single Non-Autoregressive Transformer
    2024/01/09 by Alon Ziv, Itai Gat, Ziv, Alon +15 · 18 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  30. End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures
    2019/11/19 by Gabriel Synnaeve, Qiantong Xu, Synnaeve, Gabriel +15 · 8 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning and Algorithms #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
  31. Iterative Pseudo-Labeling for Speech Recognition
    2020/05/19 by Qiantong Xu, Tatiana Likhomanenko, Xu, Qiantong +9 · 11 citations
    Computer Science · #Speech Recognition and Synthesis #Speech and Audio Processing #Music and Audio Processing
  32. Code Translation with Compiler Representations
    2022/06/30 by Marc Szafraniec, Szafraniec, Marc, Baptiste Rozière +9 · 10 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Programming Languages (cs.PL) #Software Engineering Research
  33. Differentiable Model Compression via Pseudo Quantization Noise
    2021/04/20 by Alexandre Défossez, Yossi Adi, Défossez, Alexandre +3 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing
  34. CAPE: Encoding Relative Positions with Continuous Augmented Positional Embeddings
    2021/06/06 by Tatiana Likhomanenko, Qiantong Xu, Likhomanenko, Tatiana +7 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  35. STARDATA: A StarCraft AI Research Dataset
    2017/08/07 by Zeming Lin, Lin, Zeming, Jonas Gehring +5 · 2 voices · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence in Games #Digital Games and Media #Reinforcement Learning in Robotics #cs.AI
  36. Hierarchical Skills for Efficient Exploration
    2021/10/20 by Jonas Gehring, Gabriel Synnaeve, Gehring, Jonas +5 · 4 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotics (cs.RO)
  37. Flashlight: Enabling Innovation in Tools for Machine Learning
    2022/01/29 by Jacob Kahn, Vineel Pratap, Kahn, Jacob +25 · 4 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #Distributed #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
  38. Scaling Test-Time Compute for Agentic Coding
    2026/04/16 by Joongwon Kim, Wannan Yang, Kelvin Niu +13 · 3 voices
    Computer Science · #cs.SE #cs.AI #cs.CL #cs.LG
  39. Augmentation Invariant Discrete Representation for Generative Spoken Language Modeling
    2022/09/30 by Itai Gat, Felix Kreuk, Gat, Itai +12 · 4 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  40. Pseudo-Labeling for Massively Multilingual Speech Recognition
    2021/10/30 by Loren Lugosch, Lugosch, Loren, Tatiana Likhomanenko +5 · 3 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  41. Generative Spoken Language Model based on continuous word-sized audio tokens
    2023/10/08 by Robin Algayres, Yossi Adi, Algayres, Robin +11 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing
  42. Why Build an Assistant in Minecraft?
    2019/07/22 by Arthur Szlam, Szlam, Arthur, Jonathan Gray +25 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms
  43. Fully Convolutional Speech Recognition
    2018/12/17 by Neil Zeghidour, Zeghidour, Neil, Qiantong Xu +9 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Music and Audio Processing #Natural Language Processing Techniques #Speech Recognition and Synthesis
  44. Letter-Based Speech Recognition with Gated ConvNets
    2017/12/22 by Vitaliy Liptchinsky, Liptchinsky, Vitaliy, Gabriel Synnaeve +3 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing
  45. Semi-Supervised Speech Recognition via Local Prior Matching
    2020/02/24 by Wei-Ning Hsu, Ann Lee, Hsu, Wei-Ning +5 · 4 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Natural Language Processing Techniques #Speech Recognition and Synthesis #electronic engineering #information engineering
  46. The KoLMogorov Test: Compression by Code Generation
    2025/03/18 by Ori Yoran, Yoran, Ori, Kunhao Zheng +9 · 2 voices · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
  47. A Bayesian Model for Plan Recognition in RTS Games applied to StarCraft
    2011/11/16 by Gabriel Synnaeve, Synnaeve, Gabriel, Pierre Bessìère +1 · 1 citation
    Computer Science · Psychology · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Digital Games and Media #Educational Games and Gamification #FOS: Computer and information sciences #Machine Learning (cs.LG)
  48. Deja-vu: Double Feature Presentation and Iterated Loss in Deep\n Transformer Networks
    2019/10/22 by Andros Tjandra, Tjandra, Andros, Chunxi Liu +13 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  49. Don't Transform the Code, Code the Transforms: Towards Precise Code Rewriting using LLMs
    2024/10/11 by Chris Cummins, Volker Seeker, Cummins, Chris +9 · 3 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG)
  50. A Dataset for StarCraft AI & an Example of Armies Clustering
    2012/11/19 by Gabriel Synnaeve, Pierre Bessìère, Synnaeve, Gabriel +1 · 1 citation
    Computer Science · #Artificial Intelligence in Games #Image Processing and 3D Reconstruction #Graph Theory and Algorithms
  51. Reinforcement Learning for Code Optimization
    2026/07/28 by Pierre Chambon, Kunhao Zheng, Juliette Decugis +2
    #cs.LG #cs.AI