People

Jonas Gehring

Research Engineer

I’m a research engineer at Facebook AI Research working on neural machine translation. I joined the team in 2016; prior to that, I worked as a software engineer on automatic speech recognition at Facebook. This is also the field I specialized in for my MS in 2012 at the Karlsruhe Institute of Technology. I received a bachelor’s degree from Freiburg University in 2009 with a thesis on fast and robust object detection for a real-time computer vision system. Throughout my studies, I worked as a software architect on medical image analysis and reconstruction.

Interests

Neural networks, natural language and communication, and machine learning

Related Links

Google Scholar

Latest Publications

Reinforcement Learning under Partial Observability Workshop at NeurIPS 2018 - December 3, 2018

High-Level Strategy Selection under Partial Observability in StarCraft: Brood War

Jonas Gehring, Da Ju, Vegard Mella, Daniel Gant, Nicolas Usunier, Gabriel Synnaeve

NeurIPS - December 3, 2018

Forward Modeling for Partial Observation Strategy Games – A StarCraft Defogger

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

AAAI AIIDE 2017 - October 5, 2017

STARDATA: a StarCraft AI Research Dataset

Zeming Lin, Jonas Gehring, Vasil Khalidov, Gabriel Synnaeve

ICML 2017 - August 6, 2017

Convolutional Sequence to Sequence Learning

Jonas Gehring, Michael Auli, David Grangier, Denis Yarats, Yann N. Dauphin

ACL 2017 - July 30, 2017

A Convolutional Encoder Model for Neural Machine Translation

Jonas Gehring, Michael Auli, David Grangier, Yann Dauphin

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