Alert button
Picture for Emilien Dupont

Emilien Dupont

Alert button

C3: High-performance and low-complexity neural compression from a single image or video

Dec 05, 2023
Hyunjik Kim, Matthias Bauer, Lucas Theis, Jonathan Richard Schwarz, Emilien Dupont

Figure 1 for C3: High-performance and low-complexity neural compression from a single image or video
Figure 2 for C3: High-performance and low-complexity neural compression from a single image or video
Figure 3 for C3: High-performance and low-complexity neural compression from a single image or video
Figure 4 for C3: High-performance and low-complexity neural compression from a single image or video
Viaarxiv icon

Deep Stochastic Processes via Functional Markov Transition Operators

May 24, 2023
Jin Xu, Emilien Dupont, Kaspar Märtens, Tom Rainforth, Yee Whye Teh

Figure 1 for Deep Stochastic Processes via Functional Markov Transition Operators
Figure 2 for Deep Stochastic Processes via Functional Markov Transition Operators
Figure 3 for Deep Stochastic Processes via Functional Markov Transition Operators
Figure 4 for Deep Stochastic Processes via Functional Markov Transition Operators
Viaarxiv icon

Spatial Functa: Scaling Functa to ImageNet Classification and Generation

Feb 09, 2023
Matthias Bauer, Emilien Dupont, Andy Brock, Dan Rosenbaum, Jonathan Richard Schwarz, Hyunjik Kim

Figure 1 for Spatial Functa: Scaling Functa to ImageNet Classification and Generation
Figure 2 for Spatial Functa: Scaling Functa to ImageNet Classification and Generation
Figure 3 for Spatial Functa: Scaling Functa to ImageNet Classification and Generation
Figure 4 for Spatial Functa: Scaling Functa to ImageNet Classification and Generation
Viaarxiv icon

COIN++: Data Agnostic Neural Compression

Jan 30, 2022
Emilien Dupont, Hrushikesh Loya, Milad Alizadeh, Adam Goliński, Yee Whye Teh, Arnaud Doucet

Figure 1 for COIN++: Data Agnostic Neural Compression
Figure 2 for COIN++: Data Agnostic Neural Compression
Figure 3 for COIN++: Data Agnostic Neural Compression
Figure 4 for COIN++: Data Agnostic Neural Compression
Viaarxiv icon

From data to functa: Your data point is a function and you should treat it like one

Jan 28, 2022
Emilien Dupont, Hyunjik Kim, S. M. Ali Eslami, Danilo Rezende, Dan Rosenbaum

Figure 1 for From data to functa: Your data point is a function and you should treat it like one
Figure 2 for From data to functa: Your data point is a function and you should treat it like one
Figure 3 for From data to functa: Your data point is a function and you should treat it like one
Figure 4 for From data to functa: Your data point is a function and you should treat it like one
Viaarxiv icon

COIN: COmpression with Implicit Neural representations

Mar 03, 2021
Emilien Dupont, Adam Goliński, Milad Alizadeh, Yee Whye Teh, Arnaud Doucet

Figure 1 for COIN: COmpression with Implicit Neural representations
Figure 2 for COIN: COmpression with Implicit Neural representations
Figure 3 for COIN: COmpression with Implicit Neural representations
Figure 4 for COIN: COmpression with Implicit Neural representations
Viaarxiv icon

Generative Models as Distributions of Functions

Feb 09, 2021
Emilien Dupont, Yee Whye Teh, Arnaud Doucet

Figure 1 for Generative Models as Distributions of Functions
Figure 2 for Generative Models as Distributions of Functions
Figure 3 for Generative Models as Distributions of Functions
Figure 4 for Generative Models as Distributions of Functions
Viaarxiv icon

LieTransformer: Equivariant self-attention for Lie Groups

Dec 20, 2020
Michael Hutchinson, Charline Le Lan, Sheheryar Zaidi, Emilien Dupont, Yee Whye Teh, Hyunjik Kim

Figure 1 for LieTransformer: Equivariant self-attention for Lie Groups
Figure 2 for LieTransformer: Equivariant self-attention for Lie Groups
Figure 3 for LieTransformer: Equivariant self-attention for Lie Groups
Figure 4 for LieTransformer: Equivariant self-attention for Lie Groups
Viaarxiv icon

STEER : Simple Temporal Regularization For Neural ODEs

Jun 18, 2020
Arnab Ghosh, Harkirat Singh Behl, Emilien Dupont, Philip H. S. Torr, Vinay Namboodiri

Figure 1 for STEER : Simple Temporal Regularization For Neural ODEs
Figure 2 for STEER : Simple Temporal Regularization For Neural ODEs
Figure 3 for STEER : Simple Temporal Regularization For Neural ODEs
Figure 4 for STEER : Simple Temporal Regularization For Neural ODEs
Viaarxiv icon