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"

14 / 14 papers shown

Title
Channel-wise Autoregressive Entropy Models for Learned Image Compression David C. Minnen Saurabh Singh 65 409 0 17 Jul 2020
Variational Bayesian Quantization Yibo Yang Robert Bamler Stephan Mandt BDL MQ 47 5 0 18 Feb 2020
HiLLoC: Lossless Image Compression with Hierarchical Latent Variable Models James Townsend Thomas Bird Julius Kunze David Barber BDL VLM 116 56 0 20 Dec 2019
Compression with Flows via Local Bits-Back Coding Jonathan Ho Evan Lohn Pieter Abbeel 64 53 0 21 May 2019
Integer Discrete Flows and Lossless Compression Emiel Hoogeboom Jorn W. T. Peters Rianne van den Berg Max Welling 72 159 0 17 May 2019
Bit-Swap: Recursive Bits-Back Coding for Lossless Compression with Hierarchical Latent Variables F. Kingma Pieter Abbeel Jonathan Ho 52 97 0 16 May 2019
Practical Lossless Compression with Latent Variables using Bits Back Coding James Townsend Thomas Bird David Barber DRL 64 142 0 15 Jan 2019
Minimal Random Code Learning: Getting Bits Back from Compressed Model Parameters Marton Havasi Robert Peharz José Miguel Hernández-Lobato 48 80 0 30 Sep 2018
Joint Autoregressive and Hierarchical Priors for Learned Image Compression David C. Minnen Johannes Ballé G. Toderici 67 1,269 0 08 Sep 2018
Lossy Image Compression with Compressive Autoencoders Lucas Theis Wenzhe Shi Andrew Cunningham Ferenc Huszár 62 1,054 0 01 Mar 2017
End-to-end Optimized Image Compression Johannes Ballé Valero Laparra Eero P. Simoncelli DRL 77 1,704 0 05 Nov 2016
End-to-end optimization of nonlinear transform codes for perceptual quality Johannes Ballé Valero Laparra Eero P. Simoncelli 93 244 0 18 Jul 2016
Improving Variational Inference with Inverse Autoregressive Flow Diederik P. Kingma Tim Salimans Rafal Jozefowicz Xi Chen Ilya Sutskever Max Welling BDL DRL 105 1,816 0 15 Jun 2016
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 408 16,947 0 20 Dec 2013