Dupont, Emilien

13 publications

CVPR 2025 Good, Cheap, and Fast: Overfitted Image Compression with Wasserstein Distortion Jona Ballé, Luca Versari, Emilien Dupont, Hyunjik Kim, Matthias Bauer

CVPR 2024 C3: High-Performance and Low-Complexity Neural Compression from a Single Image or Video Hyunjik Kim, Matthias Bauer, Lucas Theis, Jonathan Richard Schwarz, Emilien Dupont

NeurIPS 2023 Deep Stochastic Processes via Functional Markov Transition Operators Jin Xu, Emilien Dupont, Kaspar Märtens, Thomas Rainforth, Yee Whye Teh

AISTATS 2022 Generative Models as Distributions of Functions Emilien Dupont, Yee Whye Teh, Arnaud Doucet

TMLR 2022 COIN++: Neural Compression Across Modalities Emilien Dupont, Hrushikesh Loya, Milad Alizadeh, Adam Golinski, Yee Whye Teh, Arnaud Doucet

ICML 2022 From Data to Functa: Your Data Point Is a Function and You Can Treat It like One Emilien Dupont, Hyunjik Kim, S. M. Ali Eslami, Danilo Jimenez Rezende, Dan Rosenbaum

ICLRW 2021 COIN: COmpression with Implicit Neural Representations Emilien Dupont, Adam Golinski, Milad Alizadeh, Yee Whye Teh, Arnaud Doucet

ICML 2021 LieTransformer: Equivariant Self-Attention for Lie Groups Michael J Hutchinson, Charline Le Lan, Sheheryar Zaidi, Emilien Dupont, Yee Whye Teh, Hyunjik Kim

ICML 2020 Equivariant Neural Rendering Emilien Dupont, Miguel Bautista Martin, Alex Colburn, Aditya Sankar, Josh Susskind, Qi Shan

NeurIPS 2020 STEER : Simple Temporal Regularization for Neural ODE Arnab Ghosh, Harkirat Behl, Emilien Dupont, Philip Torr, Vinay Namboodiri

NeurIPS 2019 Augmented Neural ODEs Emilien Dupont, Arnaud Doucet, Yee Whye Teh

AISTATS 2019 Probabilistic Semantic Inpainting with Pixel Constrained CNNs Emilien Dupont, Suhas Suresha

NeurIPS 2018 Learning Disentangled Joint Continuous and Discrete Representations Emilien Dupont