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Journal Articles
- 2023
[j1]Jonas Gehring, Deepak Gopinath, Jungdam Won, Andreas Krause, Gabriel Synnaeve, Nicolas Usunier:
Leveraging Demonstrations with Latent Space Priors. Trans. Mach. Learn. Res. 2023 (2023)
Conference and Workshop Papers
- 2021
- [c15]Jonas Gehring, Gabriel Synnaeve, Andreas Krause, Nicolas Usunier:
Hierarchical Skills for Efficient Exploration. NeurIPS 2021: 11553-11564 - 2018
- [c14]Gabriel Synnaeve, Zeming Lin, Jonas Gehring, Daniel Gant, Vegard Mella, Vasil Khalidov, Nicolas Carion, Nicolas Usunier:
Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger. NeurIPS 2018: 10761-10771 - 2017
- [c13]Jonas Gehring, Michael Auli, David Grangier, Yann N. Dauphin:
A Convolutional Encoder Model for Neural Machine Translation. ACL (1) 2017: 123-135 - [c12]Zeming Lin, Jonas Gehring, Vasil Khalidov, Gabriel Synnaeve:
STARDATA: A StarCraft AI Research Dataset. AIIDE 2017: 50-56 - [c11]Jonas Gehring, Michael Auli, David Grangier, Denis Yarats, Yann N. Dauphin:
Convolutional Sequence to Sequence Learning. ICML 2017: 1243-1252 - 2014
- [c10]Quoc Bao Nguyen, Jonas Gehring, Markus Müller, Sebastian Stüker, Alex Waibel:
Multilingual shifting deep bottleneck features for low-resource ASR. ICASSP 2014: 5607-5611 - 2013
- [c9]Florian Metze
, Zaid Sheikh, Alex Waibel, Jonas Gehring, Kevin Kilgour, Quoc Bao Nguyen, Van Huy Nguyen:
Models of tone for tonal and non-tonal languages. ASRU 2013: 261-266 - [c8]Jonas Gehring, Quoc Bao Nguyen, Florian Metze, Alex Waibel:
DNN acoustic modeling with modular multi-lingual feature extraction networks. ASRU 2013: 344-349 - [c7]Jonas Gehring, Yajie Miao, Florian Metze, Alex Waibel:
Extracting deep bottleneck features using stacked auto-encoders. ICASSP 2013: 3377-3381 - [c6]Christian Mohr, Christian Saam, Kevin Kilgour, Jonas Gehring, Sebastian Stüker, Alex Waibel:
Slightly Supervised Adaptation of Acoustic Models on Captioned BBC Weather Forecasts. SLAM@INTERSPEECH 2013: 32-36 - [c5]Jonas Gehring, Wonkyum Lee, Kevin Kilgour, Ian R. Lane, Yajie Miao, Alex Waibel:
Modular combination of deep neural networks for acoustic modeling. INTERSPEECH 2013: 94-98 - [c4]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:
The 2013 KIT IWSLT speech-to-text systems for German and English. IWSLT (Evaluation Campaign) 2013 - [c3]Joshua Winebarger, Quoc Bao Nguyen, Jonas Gehring, Sebastian Stüker, Alex Waibel:
The 2013 KIT Quaero speech-to-text system for French. IWSLT 2013 - [c2]Quoc Bao Nguyen, Jonas Gehring, Kevin Kilgour, Alex Waibel:
Optimizing deep bottleneck feature extraction. RIVF 2013: 152-156 - [c1]Michael Heck, Christian Mohr, Sebastian Stüker, Markus Müller, Kevin Kilgour, Jonas Gehring, Quoc Bao Nguyen, Van Huy Nguyen, Alex Waibel:
Segmentation of Telephone Speech Based on Speech and Non-speech Models. SPECOM 2013: 286-293
Informal and Other Publications
- 2024
- [i11]Michael Hassid, Tal Remez, Jonas Gehring, Roy Schwartz, Yossi Adi:
The Larger the Better? Improved LLM Code-Generation via Budget Reallocation. CoRR abs/2404.00725 (2024) - [i10]Chris Cummins, Volker Seeker, Dejan Grubisic, Baptiste Rozière, Jonas Gehring, Gabriel Synnaeve, Hugh Leather:
Meta Large Language Model Compiler: Foundation Models of Compiler Optimization. CoRR abs/2407.02524 (2024) - 2023
- [i9]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:
Code Llama: Open Foundation Models for Code. CoRR abs/2308.12950 (2023) - [i8]Chris Cummins, Volker Seeker, Dejan Grubisic, Mostafa Elhoushi, Youwei Liang, Baptiste Rozière, Jonas Gehring, Fabian Gloeckle, Kim M. Hazelwood, Gabriel Synnaeve, Hugh Leather:
Large Language Models for Compiler Optimization. CoRR abs/2309.07062 (2023) - 2022
- [i7]Jonas Gehring, Deepak Gopinath, Jungdam Won, Andreas Krause, Gabriel Synnaeve, Nicolas Usunier:
Leveraging Demonstrations with Latent Space Priors. CoRR abs/2210.14685 (2022) - 2021
- [i6]Jonas Gehring, Gabriel Synnaeve, Andreas Krause, Nicolas Usunier:
Hierarchical Skills for Efficient Exploration. CoRR abs/2110.10809 (2021) - 2018
- [i5]Jonas Gehring, Da Ju, Vegard Mella, Daniel Gant, Nicolas Usunier, Gabriel Synnaeve:
High-Level Strategy Selection under Partial Observability in StarCraft: Brood War. CoRR abs/1811.08568 (2018) - [i4]Gabriel Synnaeve, Zeming Lin, Jonas Gehring, Daniel Gant, Vegard Mella, Vasil Khalidov, Nicolas Carion, Nicolas Usunier:
Forward Modeling for Partial Observation Strategy Games - A StarCraft Defogger. CoRR abs/1812.00054 (2018) - 2017
- [i3]Jonas Gehring, Michael Auli, David Grangier, Denis Yarats, Yann N. Dauphin:
Convolutional Sequence to Sequence Learning. CoRR abs/1705.03122 (2017) - [i2]Zeming Lin, Jonas Gehring, Vasil Khalidov, Gabriel Synnaeve:
STARDATA: A StarCraft AI Research Dataset. CoRR abs/1708.02139 (2017) - 2016
- [i1]Jonas Gehring, Michael Auli, David Grangier, Yann N. Dauphin:
A Convolutional Encoder Model for Neural Machine Translation. CoRR abs/1611.02344 (2016)
Coauthor Index
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