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

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

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

Reinforcement Learning under Partial Observability Workshop at NeurIPS 2018 - 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

NeurIPS - December 3, 2018

STARDATA: a StarCraft AI Research Dataset

Zeming Lin, Jonas Gehring, Vasil Khalidov, Gabriel Synnaeve

AAAI AIIDE 2017 - October 5, 2017

Convolutional Sequence to Sequence Learning

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

ICML 2017 - August 6, 2017

A Convolutional Encoder Model for Neural Machine Translation

Jonas Gehring, Michael Auli, David Grangier, Yann Dauphin

ACL 2017 - July 30, 2017