Emilien Dupont

28 papers A* 9A 2Journal 17

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AlphaEvolve: A coding agent for scientific and algorithmic discovery. CoRR Alexander Novikov, Ngân Vu, Marvin Eisenberger, Emilien Dupont, Po-Sen Huang, Adam Zsolt Wagner, Sergey Shirobokov, Borislav Kozlovskii, Francisco J. R. Ruiz, Abbas Mehrabian, M. Pawan Kumar, Abigail See, Swarat Chaudhuri, George Holland, Alex Davies, Sebastian Nowozin, Pushmeet Kohli, Matej Balog
2025	A*	`conf`	Good, Cheap, and Fast: Overfitted Image Compression with Wasserstein Distortion. CVPR Jona Ballé, Luca Versari, Emilien Dupont, Hyunjik Kim, Matthias Bauer
2024	A*	`conf`	C3: High-Performance and Low-Complexity Neural Compression from a Single Image or Video. CVPR Hyunjik Kim, Matthias Bauer, Lucas Theis, Jonathan Richard Schwarz, Emilien Dupont
2024	J	`jnl`	Good, Cheap, and Fast: Overfitted Image Compression with Wasserstein Distortion. CoRR Jona Ballé, Luca Versari, Emilien Dupont, Hyunjik Kim, Matthias Bauer
2024	J	`jnl`	Mathematical discoveries from program search with large language models. Nat. Bernardino Romera-Paredes, Mohammadamin Barekatain, Alexander Novikov, Matej Balog, M. Pawan Kumar, Emilien Dupont, Francisco J. R. Ruiz, Jordan S. Ellenberg, Pengming Wang, Omar Fawzi, Pushmeet Kohli, Alhussein Fawzi
2023	J	`jnl`	C3: High-performance and low-complexity neural compression from a single image or video. CoRR Hyunjik Kim, Matthias Bauer, Lucas Theis, Jonathan Richard Schwarz, Emilien Dupont
2023	A*	`conf`	Deep Stochastic Processes via Functional Markov Transition Operators. NeurIPS Jin Xu, Emilien Dupont, Kaspar Märtens, Thomas Rainforth, Yee Whye Teh
2023	J	`jnl`	Deep Stochastic Processes via Functional Markov Transition Operators. CoRR Jin Xu, Emilien Dupont, Kaspar Märtens, Tom Rainforth, Yee Whye Teh
2023	J	`jnl`	Spatial Functa: Scaling Functa to ImageNet Classification and Generation. CoRR Matthias Bauer, Emilien Dupont, Andy Brock, Dan Rosenbaum, Jonathan Schwarz, Hyunjik Kim
2022	J	`jnl`	COIN++: Data Agnostic Neural Compression. CoRR Emilien Dupont, Hrushikesh Loya, Milad Alizadeh, Adam Golinski, Yee Whye Teh, Arnaud Doucet
2022	J	`jnl`	COIN++: Neural Compression Across Modalities. Trans. Mach. Learn. Res. Emilien Dupont, Hrushikesh Loya, Milad Alizadeh, Adam Golinski, Yee Whye Teh, Arnaud Doucet
2022	A*	`conf`	From data to functa: Your data point is a function and you can treat it like one. ICML Emilien Dupont, Hyunjik Kim, S. M. Ali Eslami, Danilo Jimenez Rezende, Dan Rosenbaum
2022	J	`jnl`	From data to functa: Your data point is a function and you should treat it like one. CoRR Emilien Dupont, Hyunjik Kim, S. M. Ali Eslami, Danilo J. Rezende, Dan Rosenbaum
2022	A	`conf`	Generative Models as Distributions of Functions. AISTATS Emilien Dupont, Yee Whye Teh, Arnaud Doucet
2021	J	`jnl`	COIN: COmpression with Implicit Neural representations. CoRR Emilien Dupont, Adam Golinski, Milad Alizadeh, Yee Whye Teh, Arnaud Doucet
2021	J	`jnl`	Generative Models as Distributions of Functions. CoRR Emilien Dupont, Yee Whye Teh, Arnaud Doucet
2021	A*	`conf`	LieTransformer: Equivariant Self-Attention for Lie Groups. ICML Michael J. Hutchinson, Charline Le Lan, Sheheryar Zaidi, Emilien Dupont, Yee Whye Teh, Hyunjik Kim
2020	A*	`conf`	Equivariant Neural Rendering. ICML Emilien Dupont, Miguel Bautista Martin, Alex Colburn, Aditya Sankar, Josh M. Susskind, Qi Shan
2020	J	`jnl`	Equivariant Neural Rendering. CoRR Emilien Dupont, Miguel Ángel Bautista, Alex Colburn, Aditya Sankar, Carlos Guestrin, Josh M. Susskind, Qi Shan
2020	J	`jnl`	LieTransformer: Equivariant self-attention for Lie Groups. CoRR Michael J. Hutchinson, Charline Le Lan, Sheheryar Zaidi, Emilien Dupont, Yee Whye Teh, Hyunjik Kim
2020	A*	`conf`	STEER : Simple Temporal Regularization For Neural ODE. NeurIPS Arnab Ghosh, Harkirat S. Behl, Emilien Dupont, Philip H. S. Torr, Vinay P. Namboodiri
2020	J	`jnl`	STEER : Simple Temporal Regularization For Neural ODEs. CoRR Arnab Ghosh, Harkirat Singh Behl, Emilien Dupont, Philip H. S. Torr, Vinay P. Namboodiri
2019	A*	`conf`	Augmented Neural ODEs. NeurIPS Emilien Dupont, Arnaud Doucet, Yee Whye Teh
2019	J	`jnl`	Augmented Neural ODEs. CoRR Emilien Dupont, Arnaud Doucet, Yee Whye Teh
2019	A	`conf`	Probabilistic Semantic Inpainting with Pixel Constrained CNNs. AISTATS Emilien Dupont, Suhas Suresha
2018	J	`jnl`	Joint-VAE: Learning Disentangled Joint Continuous and Discrete Representations. CoRR Emilien Dupont
2018	A*	`conf`	Learning Disentangled Joint Continuous and Discrete Representations. NeurIPS Emilien Dupont
2018	J	`jnl`	Probabilistic Semantic Inpainting with Pixel Constrained CNNs. CoRR Emilien Dupont, Suhas Suresha