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Emilien Dupont
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2020 – today
- 2024
- [j2]Bernardino Romera-Paredes
, Mohammadamin Barekatain
Mathematical discoveries from program search with large language models. Nat. 625(7995): 468-475 (2024) - [c10]Hyunjik Kim, Matthias Bauer, Lucas Theis, Jonathan Richard Schwarz, Emilien Dupont:
C3: High-Performance and Low-Complexity Neural Compression from a Single Image or Video. CVPR 2024: 9347-9358 - 2023
- [c9]Jin Xu, Emilien Dupont, Kaspar Märtens, Thomas Rainforth, Yee Whye Teh:
Deep Stochastic Processes via Functional Markov Transition Operators. NeurIPS 2023 - [i13]Matthias Bauer, Emilien Dupont, Andy Brock, Dan Rosenbaum, Jonathan Schwarz, Hyunjik Kim:
Spatial Functa: Scaling Functa to ImageNet Classification and Generation. CoRR abs/2302.03130 (2023) - [i12]Jin Xu, Emilien Dupont, Kaspar Märtens, Tom Rainforth, Yee Whye Teh:
Deep Stochastic Processes via Functional Markov Transition Operators. CoRR abs/2305.15574 (2023) - [i11]Hyunjik Kim, Matthias Bauer, Lucas Theis, Jonathan Richard Schwarz, Emilien Dupont:
C3: High-performance and low-complexity neural compression from a single image or video. CoRR abs/2312.02753 (2023) - 2022
- [j1]Emilien Dupont, Hrushikesh Loya, Milad Alizadeh, Adam Golinski, Yee Whye Teh, Arnaud Doucet:
COIN++: Neural Compression Across Modalities. Trans. Mach. Learn. Res. 2022 (2022) - [c8]Emilien Dupont, Yee Whye Teh, Arnaud Doucet:
Generative Models as Distributions of Functions. AISTATS 2022: 2989-3015 - [c7]Emilien Dupont, Hyunjik Kim, S. M. Ali Eslami, Danilo Jimenez Rezende, Dan Rosenbaum:
From data to functa: Your data point is a function and you can treat it like one. ICML 2022: 5694-5725 - [i10]Emilien Dupont, Hyunjik Kim, S. M. Ali Eslami, Danilo J. Rezende, Dan Rosenbaum:
From data to functa: Your data point is a function and you should treat it like one. CoRR abs/2201.12204 (2022) - [i9]Emilien Dupont, Hrushikesh Loya, Milad Alizadeh, Adam Golinski, Yee Whye Teh, Arnaud Doucet:
COIN++: Data Agnostic Neural Compression. CoRR abs/2201.12904 (2022) - 2021
- [c6]Michael J. Hutchinson, Charline Le Lan, Sheheryar Zaidi, Emilien Dupont, Yee Whye Teh, Hyunjik Kim:
LieTransformer: Equivariant Self-Attention for Lie Groups. ICML 2021: 4533-4543 - [i8]Emilien Dupont, Yee Whye Teh, Arnaud Doucet:
Generative Models as Distributions of Functions. CoRR abs/2102.04776 (2021) - [i7]Emilien Dupont, Adam Golinski, Milad Alizadeh, Yee Whye Teh, Arnaud Doucet:
COIN: COmpression with Implicit Neural representations. CoRR abs/2103.03123 (2021) - 2020
- [c5]Emilien Dupont, Miguel Bautista Martin, Alex Colburn, Aditya Sankar, Josh M. Susskind, Qi Shan:
Equivariant Neural Rendering. ICML 2020: 2761-2770 - [c4]Arnab Ghosh, Harkirat S. Behl, Emilien Dupont, Philip H. S. Torr, Vinay P. Namboodiri:
STEER : Simple Temporal Regularization For Neural ODE. NeurIPS 2020 - [i6]Emilien Dupont, Miguel Ángel Bautista, Alex Colburn
Equivariant Neural Rendering. CoRR abs/2006.07630 (2020) - [i5]Arnab Ghosh, Harkirat Singh Behl, Emilien Dupont, Philip H. S. Torr, Vinay P. Namboodiri:
STEER : Simple Temporal Regularization For Neural ODEs. CoRR abs/2006.10711 (2020) - [i4]Michael J. Hutchinson, Charline Le Lan, Sheheryar Zaidi, Emilien Dupont, Yee Whye Teh, Hyunjik Kim:
LieTransformer: Equivariant self-attention for Lie Groups. CoRR abs/2012.10885 (2020)
2010 – 2019
- 2019
- [c3]Emilien Dupont, Suhas Suresha:
Probabilistic Semantic Inpainting with Pixel Constrained CNNs. AISTATS 2019: 2261-2270 - [c2]Emilien Dupont, Arnaud Doucet, Yee Whye Teh:
Augmented Neural ODEs. NeurIPS 2019: 3134-3144 - [i3]Emilien Dupont, Arnaud Doucet, Yee Whye Teh:
Augmented Neural ODEs. CoRR abs/1904.01681 (2019) - 2018
- [c1]Emilien Dupont:
Learning Disentangled Joint Continuous and Discrete Representations. NeurIPS 2018: 708-718 - [i2]Emilien Dupont:
Joint-VAE: Learning Disentangled Joint Continuous and Discrete Representations. CoRR abs/1804.00104 (2018) - [i1]Emilien Dupont, Suhas Suresha:
Probabilistic Semantic Inpainting with Pixel Constrained CNNs. CoRR abs/1810.03728 (2018)
Coauthor Index
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last updated on 2024-10-04 20:02 CEST by the dblp team
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