Jonas Gehring

37 papers A* 6A 1B 1C 2Misc 2Journal 18Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Towards a Neural Debugger for Python.
CoRR
Maximilian Beck, Jonas Gehring, Jannik Kossen, 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
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
RLEF: Grounding Code LLMs in Execution Feedback with Reinforcement Learning.
ICML
Jonas Gehring, Kunhao Zheng, Jade Copet, Vegard Mella, Taco Cohen, Gabriel Synnaeve
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
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 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 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
The Larger the Better? Improved LLM Code-Generation via Budget Reallocation.
CoRR
Michael Hassid, Tal Remez, Jonas Gehring, Roy Schwartz, Yossi Adi
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 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 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
2022 J jnl
Leveraging Demonstrations with Latent Space Priors.
CoRR
Jonas Gehring, Deepak Gopinath, Jungdam Won, Andreas Krause, Gabriel Synnaeve, Nicolas Usunier
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
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
High-Level Strategy Selection under Partial Observability in StarCraft: Brood War.
CoRR
Jonas Gehring, Da Ju, Vegard Mella, Daniel Gant, Nicolas Usunier, Gabriel Synnaeve
2017 — conf
A Convolutional Encoder Model for Neural Machine Translation.
ACL (1)
Jonas Gehring, Michael Auli, David Grangier, Yann N. Dauphin
2017 A* conf
Convolutional Sequence to Sequence Learning.
ICML
Jonas Gehring, Michael Auli, David Grangier, Denis Yarats, Yann N. Dauphin
2017 J jnl
Convolutional Sequence to Sequence Learning.
CoRR
Jonas Gehring, Michael Auli, David Grangier, Denis Yarats, Yann N. Dauphin
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 J jnl
A Convolutional Encoder Model for Neural Machine Translation.
CoRR
Jonas Gehring, Michael Auli, David Grangier, Yann N. Dauphin
2014 Misc conf
Multilingual shifting deep bottleneck features for low-resource ASR.
ICASSP
Quoc Bao Nguyen, Jonas Gehring, Markus Müller, Sebastian Stüker, Alex Waibel
2013 C conf
DNN acoustic modeling with modular multi-lingual feature extraction networks.
ASRU
Jonas Gehring, Quoc Bao Nguyen, Florian Metze, Alex Waibel
2013 Misc conf
Extracting deep bottleneck features using stacked auto-encoders.
ICASSP
Jonas Gehring, Yajie Miao, Florian Metze, Alex Waibel
2013 C conf
Models of tone for tonal and non-tonal languages.
ASRU
Florian Metze, Zaid Sheikh, Alex Waibel, Jonas Gehring, Kevin Kilgour, Quoc Bao Nguyen, Van Huy Nguyen
2013 A conf
Modular combination of deep neural networks for acoustic modeling.
INTERSPEECH
Jonas Gehring, Wonkyum Lee, Kevin Kilgour, Ian R. Lane, Yajie Miao, Alex Waibel
2013 — conf
Optimizing deep bottleneck feature extraction.
RIVF
Quoc Bao Nguyen, Jonas Gehring, Kevin Kilgour, Alex Waibel
2013 — conf
Segmentation of Telephone Speech Based on Speech and Non-speech Models.
SPECOM
Michael Heck, Christian Mohr, Sebastian Stüker, Markus Müller, Kevin Kilgour, Jonas Gehring, Quoc Bao Nguyen, Van Huy Nguyen, Alex Waibel
2013 — conf
Slightly Supervised Adaptation of Acoustic Models on Captioned BBC Weather Forecasts.
SLAM@INTERSPEECH
Christian Mohr, Christian Saam, Kevin Kilgour, Jonas Gehring, Sebastian Stüker, Alex Waibel
2013 — conf
The 2013 KIT IWSLT speech-to-text systems for German and English.
IWSLT (Evaluation Campaign)
Kevin Kilgour, Christian Mohr, Michael Heck, Quoc Bao Nguyen, Van Huy Nguyen, Evgeniy Shin, Igor Tseyzer, Jonas Gehring, Markus Müller, Matthias Sperber, Sebastian Stüker, Alex Waibel
2013 — conf
The 2013 KIT Quaero speech-to-text system for French.
IWSLT
Joshua Winebarger, Quoc Bao Nguyen, Jonas Gehring, Sebastian Stüker, Alex Waibel