Compressing Images by Encoding Their Latent Representations with
Relative Entropy Coding

Compressing Images by Encoding Their Latent Representations with Relative Entropy Coding

2 October 2020

Gergely Flamich

José Miguel Hernández-Lobato

Papers citing "Compressing Images by Encoding Their Latent Representations with Relative Entropy Coding"

15 / 15 papers shown

Title
Universal Exact Compression of Differentially Private Mechanisms Yanxiao Liu Wei-Ning Chen Ayfer Özgür Cheuk Ting Li 47 2 0 28 May 2024
Accelerating Relative Entropy Coding with Space Partitioning Jiajun He Gergely Flamich José Miguel Hernández-Lobato 28 1 0 20 May 2024
Some Notes on the Sample Complexity of Approximate Channel Simulation Gergely Flamich Lennie Wells 32 3 0 07 May 2024
RECOMBINER: Robust and Enhanced Compression with Bayesian Implicit Neural Representations Carlos Rombaldo Junior Ingolf Becker Zongyu Guo Shane Johnson 13 12 0 29 Sep 2023
Low-Entropy Latent Variables Hurt Out-of-Distribution Performance Nandi Schoots Dylan R. Cope OODD OOD 31 0 0 20 May 2023
Lossy Image Compression with Conditional Diffusion Models Ruihan Yang Stephan Mandt DiffM 11 128 0 14 Sep 2022
Lossy Image Compression with Quantized Hierarchical VAEs Zhihao Duan Ming Lu Zhan Ma F. Zhu 46 43 0 27 Aug 2022
Lossy Compression with Gaussian Diffusion Lucas Theis Tim Salimans Matthew D. Hoffman Fabian Mentzer DiffM 38 78 0 17 Jun 2022
Towards Empirical Sandwich Bounds on the Rate-Distortion Function Yibo Yang Stephan Mandt 30 24 0 23 Nov 2021
Algorithms for the Communication of Samples Lucas Theis Noureldin Yosri 55 40 0 25 Oct 2021
In-Network Learning: Distributed Training and Inference in Networks Matei Moldoveanu Milad Sefidgaran 27 11 0 07 Jul 2021
On In-network learning. A Comparative Study with Federated and Split Learning Matei Moldoveanu Milad Sefidgaran FedML 24 7 0 30 Apr 2021
Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding Yangjun Ruan Karen Ullrich Daniel de Souza Severo James Townsend Ashish Khisti Arnaud Doucet Alireza Makhzani Chris J. Maddison 11 25 0 22 Feb 2021
Universally Quantized Neural Compression E. Agustsson Lucas Theis MQ 19 89 0 17 Jun 2020
End-to-end optimization of nonlinear transform codes for perceptual quality Johannes Ballé Valero Laparra Eero P. Simoncelli 72 244 0 18 Jul 2016