Diane Bouchacourt

RESEARCH SCIENTIST | PARIS, FRANCE

Diane is a research scientist at Facebook AI Research (FAIR), focusing on representation learning and unsupervised/weakly supervised learning. She is interested in building robust models by using group theory and disentanglement methods. Diane earned her Ph.D. in machine learning at the University of Oxford.

Diane's Work

Diane's Publications

June 05, 2024

CORE MACHINE LEARNING

An Introduction to Vision-Language Modeling

Florian Bordes, Richard Pang, Anurag Ajay, Alexander C. Li, Adrien Bardes, Suzanne Petryk, Oscar Mañas, Zhiqiu Lin, Anas Mahmoud, Bargav Jayaraman, Mark Ibrahim, Melissa Hall, Yunyang Xiong, Jonathan Lebensold, Candace Ross, Srihari Jayakumar, Chuan Guo, Diane Bouchacourt, Haider Al-Tahan, Karthik Padthe, Vasu Sharma, Hu Xu, Ellen Tan, Megan Richards, Samuel Lavoie, Pietro Astolfi, Reyhane Askari, Jun Chen, Kushal Tirumala, Rim Assouel, Mazda Moayeri, Arjang Talattof, Kamalika Chaudhuri, Zechun Liu, Xilun Chen, Quentin Garrido, Karen Ullrich, Aishwarya Agrawal, Kate Saenko, Asli Celikyilmaz, Vikas Chandra

June 05, 2024

November 09, 2021

COMPUTER VISION

CORE MACHINE LEARNING

Grounding inductive biases in natural images: invariance stems from variations in data

Diane Bouchacourt, Mark Ibrahim, Ari Morcos

November 09, 2021

July 29, 2020

RESEARCH

Entropy Minimization In Emergent Languages

Evgeny Kharitonov, Diane Bouchacourt, Marco Baroni, Rahma Chaabouni

July 29, 2020

June 25, 2020

RESEARCH

NLP

Compositionality and Generalization in Emergent Languages

Rahma Chaabouni, Diane Bouchacourt, Emmanuel Dupoux, Evgeny Kharitonov, Marco Baroni

June 25, 2020

December 09, 2019

RESEARCH

NLP

EGG: a toolkit for research on Emergence of lanGuage in Games

Evgeny Kharitonov, Diane Bouchacourt, Marco Baroni, Rahma Chaabouni

December 09, 2019

July 28, 2019

RESEARCH

NLP

Miss Tools and Mr Fruit: Emergent communication in agents learning about object affordances

Diane Bouchacourt, Marco Baroni

July 28, 2019

November 01, 2018

RESEARCH

NLP

How agents see things: On visual representations in an emergent language game

Diane Bouchacourt, Marco Baroni

November 01, 2018