Synnaeve, Gabriel

End-to-End Object Detection with Transformers

Carion, N., Massa, F., Synnaeve, G., Usunier, N., Kirillov, A., & Zagoruyko, S. (2020) · Lecture Notes in Computer Science

Advanced Neural Network ApplicationsVisual Attention and Saliency Detection

Cited by 18,285

End-to-End Object Detection with Transformers

Carion, N., Massa, F., Synnaeve, G., Usunier, N., Kirillov, A., & Zagoruyko, S. (2020) · arXiv

Advanced Neural Network ApplicationsVisual Attention and Saliency Detection

Cited by 18,253

Going deeper with Image Transformers

Touvron, H., Cord, M., Sablayrolles, A., Synnaeve, G., & Jegou, H. (2021) · 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 1,259

DINOv2: Learning Robust Visual Features without Supervision

Oquab, M., Darcet, T., Moutakanni, T., Vo, H., Szafraniec, M., Khalidov, V., Fernandez, P., Haziza, D., Massa, F., El-Nouby, A., et al. (2023) · arXiv

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 1,078

ResMLP: Feedforward networks for image classification with data-efficient training

Touvron, H., Bojanowski, P., Caron, M., Cord, M., El-Nouby, A., Grave, E., Izacard, G., Joulin, A., Synnaeve, G., Verbeek, J., et al. (2021) · arXiv

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 807

ResMLP: Feedforward Networks for Image Classification With Data-Efficient Training

Touvron, H., Bojanowski, P., Caron, M., Cord, M., El-Nouby, A., Grave, E., Izacard, G., Joulin, A., Synnaeve, G., Verbeek, J., et al. (2023) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 807

Real Time Speech Enhancement in the Waveform Domain

Défossez, A., Synnaeve, G., & Adi, Y. (2020) · Interspeech 2020

Speech and Audio ProcessingSpeech Recognition and Synthesis

Cited by 537

Code Llama: Open Foundation Models for Code

Rozière, B., Gehring, J., Gloeckle, F., Sootla, S., Gat, I., Tan, X. E., Adi, Y., Liu, J., Sauvestre, R., Remez, T., et al. (2023) · arXiv

Software Engineering ResearchTopic Modeling

Cited by 531

The Llama 3 Herd of Models

Grattafiori, A., Dubey, A., Jauhri, A., Pandey, A., Kadian, A., Al-Dahle, A., Letman, A., Mathur, A., Schelten, A., Vaughan, A., et al. (2024) · arXiv

Fault Detection and Control SystemsAnomaly Detection Techniques and Applications

Cited by 505

A survey of real-time strategy game AI research and competition in StarCraft

Ontanon, S., Synnaeve, G., Uriarte, A., Richoux, F., Churchill, D., & Preuss, M. (2013) · IEEE Transactions on Computational Intelligence and AI in Games

Artificial Intelligence in GamesAI-based Problem Solving and Planning

Cited by 423

MLS: A Large-Scale Multilingual Dataset for Speech Research

Pratap, V., Xu, Q., Sriram, A., Synnaeve, G., & Collobert, R. (2020) · Interspeech 2020

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 361

High Fidelity Neural Audio Compression

Défossez, A., Copet, J., Synnaeve, G., & Adi, Y. (2022) · arXiv

Speech and Audio ProcessingMusic and Audio Processing

Cited by 282

Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play

Sukhbaatar, S., Lin, Z., Kostrikov, I., Synnaeve, G., Szlam, A., & Fergus, R. (2017) · arXiv

Reinforcement Learning in RoboticsArtificial Intelligence in Games

Cited by 149

Iterative Pseudo-Labeling for Speech Recognition

Xu, Q., Likhomanenko, T., Kahn, J., Hannun, A., Synnaeve, G., & Collobert, R. (2020) · Interspeech 2020

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 112

ProgramBench: Can Language Models Rebuild Programs From Scratch?

Yang, J., Lieret, K., Ma, J., Thakkar, P., Pedchenko, D., Sootla, S., McMilin, E., Yin, P., Hou, R., Synnaeve, G., et al. (2026) · arXiv

Software Engineering ResearchSoftware Testing and Debugging Techniques

Cited by 84

Leveraging automated unit tests for unsupervised code translation

Roziere, B., Zhang, J. M., Charton, F., Harman, M., Synnaeve, G., & Lample, G. (2021) · arXiv

Software Engineering ResearchNatural Language Processing Techniques

Cited by 39

Purple Llama CyberSecEval: A Secure Coding Benchmark for Language Models

Bhatt, M., Chennabasappa, S., Nikolaidis, C., Wan, S., Evtimov, I., Gabi, D., Song, D., Ahmad, F., Aschermann, C., Fontana, L., et al. (2023) · arXiv

Adversarial Robustness in Machine LearningWeb Application Security Vulnerabilities

Cited by 27

Code translation with compiler representations

Szafraniec, M., Roziere, B., Leather, H., Charton, F., Labatut, P., & Synnaeve, G. (2022) · arXiv

Software Engineering ResearchNatural Language Processing Techniques

Cited by 26

RLEF: Grounding Code LLMs in Execution Feedback with Reinforcement Learning

Gehring, J., Zheng, K., Copet, J., Mella, V., Carbonneaux, Q., Cohen, T., & Synnaeve, G. (2024) · arXiv

Software Engineering ResearchTeaching and Learning Programming

Cited by 23

Better & Faster Large Language Models via Multi-token Prediction

Gloeckle, F., Idrissi, B. Y., Rozière, B., Lopez-Paz, D., & Synnaeve, G. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 15

CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution

Gu, A., Rozière, B., Leather, H., Solar-Lezama, A., Synnaeve, G., & Wang, S. I. (2024) · arXiv

Software Engineering ResearchTopic Modeling

Cited by 7

TestGenEval: A Real World Unit Test Generation and Test Completion Benchmark

Jain, K., Synnaeve, G., & Rozière, B. (2024) · arXiv

Software Testing and Debugging TechniquesSoftware Engineering Research

Cited by 3

SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?

Yang, J., Jimenez, C. E., Zhang, A. L., Lieret, K., Yang, J., Wu, X., Press, O., Muennighoff, N., Synnaeve, G., Narasimhan, K. R., et al. (2024) · arXiv

Software Engineering ResearchSoftware Testing and Debugging Techniques

Cited by 3

CWM: An Open-Weights LLM for Research on Code Generation with World Models

FAIR CodeGen team, Copet, J., Carbonneaux, Q., Cohen, G., Gehring, J., Kahn, J., Kossen, J., Kreuk, F., McMilin, E., Meyer, M., et al. (2025) · arXiv

Software Engineering ResearchTopic Modeling

Cited by 0