Gabriel Synnaeve

RESEARCH SCIENTIST | NEW YORK CITY, UNITED STATES

Gabriel Synnaeve is a research scientist on the Facebook AI Research (FAIR) team, who joined as a postdoctoral researcher in 2015. Prior to Facebook, Gabriel was a postdoctoral fellow in Emmanuel Dupoux’s team at École Normale Supérieure in Paris, working on reverse-engineering the acquisition of language in babies. Gabriel received his PhD in Bayesian modeling applied to real-time strategy games AI from the University of Grenoble in 2012. Gabriel programmed a bot that placed 4th in the AAAI AIIDE 2012 StarCraft AI competition. In 2009, Gabriel worked on inductive logic programming applied to systems biology at the National Institute of Informatics in Tokyo.

Gabriel's Publications

December 09, 2024

NLP

CORE MACHINE LEARNING

Discrete flow matching

Itai Gat, Tal Remez, Felix Kreuk, Ricky Chen, Gabriel Synnaeve, Yossef (Yossi) Adi, Yaron Lipman, Neta Shaul

December 09, 2024

June 27, 2024

SYSTEMS RESEARCH

Meta Large Language Model Compiler: Foundation Models of Compiler Optimization

Chris Cummins, Volker Seeker, Dejan Grubisic, Baptiste Rozière, Jonas Gehring, Gabriel Synnaeve, Hugh Leather

June 27, 2024

December 07, 2023

RESPONSIBLE AI

Purple Llama CyberSecEval: A benchmark for evaluating the cybersecurity risks of large language models

GenAI Cybersec Team, 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

December 07, 2023

August 24, 2023

NLP

CORE MACHINE LEARNING

Code Llama: Open Foundation Models for Code

Baptiste Rozière, Jonas Gehring, Fabian Gloeckle, Sten Sootla, Itai Gat, Ellen Tan, Yossef (Yossi) Adi, Jingyu Liu, Tal Remez, Jérémy Rapin, Artyom Kozhevnikov, Ivan Evtimov, Joanna Bitton, Manish Bhatt, Cristian Canton Ferrer, Aaron Grattafiori, Wenhan Xiong, Alexandre Defossez, Jade Copet, Faisal Azhar, Hugo Touvron, Gabriel Synnaeve, Louis Martin, Nicolas Usunier, Thomas Scialom

August 24, 2023

August 19, 2023

NLP

EXPRESSO: A Benchmark and Analysis of Discrete Expressive Speech Resynthesis

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, Yossef Mordechay Adi, Emmanuel Dupoux

August 19, 2023

February 25, 2023

NLP

CORE MACHINE LEARNING

CODE TRANSLATION WITH COMPILER REPRESENTATIONS

Marc Szafraniec, Baptiste Rozière, Hugh Leather, François Charton, Patrick Labatut, Gabriel Synnaeve

February 25, 2023

June 20, 2022

Flashlight: Enabling Innovation in Tools for Machine Learning

Jacob Kahn, Ann Lee, Benoit Steiner, Edouard Grave, Gabriel Synnaeve, Gilad Avidov, Paden Tomasello, Qiantong Xu, Ronan Collobert, Vineel Pratap, Vitaliy Liptchinksy, Awni Hannun, Jeff Cai, Tatiana Likhomanenko

June 20, 2022

December 05, 2021

REINFORCEMENT LEARNING

Hierarchical Skills for Efficient Exploration

Jonas Gehring, Gabriel Synnaeve, andreas krause, Nicolas Usunier

December 05, 2021

October 25, 2020

SPEECH & AUDIO

NLP

Real Time Speech Enhancement in the Waveform Domain

Alexandre Defossez, Gabriel Synnaeve, Yossef (Yossi) Adi

October 25, 2020

July 09, 2020

RESEARCH

NLP

Word-level Speech Recognition with a Letter to Word Encoder

Ronan Collobert, Awni Hannun, Gabriel Synnaeve

July 09, 2020

July 09, 2020

RESEARCH

Growing Action Spaces

Gabriel Synnaeve, Gregory Farquhar, Laura Gustafson, Nicolas Usunier, Zeming Lin, Shimon Whiteson

July 09, 2020

May 26, 2020

RESEARCH

COMPUTER VISION

End-to-end object detection with Transformers

Nicolas Carion, Alexander Kirillov, Francisco Massa, Gabriel Synnaeve, Nicolas Usunier, Sergey Zagoruyko

May 26, 2020

April 30, 2019

RESEARCH

Value Propagation Networks

Nantas Nardelli, Gabriel Synnaeve, Nicolas Usunier, Zeming Lin, Philip H. S. Torr, Pushmeet Kohli

April 30, 2019

December 03, 2018

HUMAN & MACHINE INTELLIGENCE

RESEARCH

Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger

Gabriel Synnaeve, Daniel Gant, Jonas Gehring, Nicolas Carion, Nicolas Usunier, Vasil Khalidov, Vegard Mella, Zeming Lin

December 03, 2018