Publications

An up to date list of publications can be found on my Google Scholar profile.

Equivariant Neural Rendering
E. Dupont, M. A. Bautista, A. Colburn, A. Sankar, C. Guestrin, J. Susskind, Q. Shan
arxiv.org/abs/2006.07630
ICML 2020

 

Augmented Neural ODEs
E. Dupont, A. Doucet, Y. W. Teh
arxiv.org/abs/1904.01681
Github repo
NeurIPS 2019

 

Probabilistic Semantic Inpainting with Pixel Constrained CNNs
E. Dupont, S. Suresha
arxiv.org/abs/1810.03728
Github repo
AISTATS 2019

 

Learning Disentangled Joint Continuous and Discrete Representations
E. Dupont
arxiv.org/abs/1804.00104
Github repo
NeurIPS 2018

 

Generating Realistic Geology Conditioned on Physical Measurements with Generative Adversarial Networks
E. Dupont, T. Zhang, P. Tilke, L. Liang, W. Bailey
arxiv.org/abs/1802.03065
ICML 2018 TADGM Workshop