Lossless compression with state space models using bits back coding

18 March 2021

Papers citing "Lossless compression with state space models using bits back coding"

9 / 9 papers shown

Title
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 46 25 0 22 Feb 2021
Clockwork Variational Autoencoders Vaibhav Saxena Jimmy Ba Danijar Hafner VGen DRL 39 49 0 18 Feb 2021
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 177 10,591 0 17 Feb 2020
A tutorial on the range variant of asymmetric numeral systems James Townsend 22 19 0 24 Jan 2020
HiLLoC: Lossless Image Compression with Hierarchical Latent Variable Models James Townsend Thomas Bird Julius Kunze David Barber BDL VLM 109 56 0 20 Dec 2019
Bit-Swap: Recursive Bits-Back Coding for Lossless Compression with Hierarchical Latent Variables F. Kingma Pieter Abbeel Jonathan Ho 42 97 0 16 May 2019
Practical Lossless Compression with Latent Variables using Bits Back Coding James Townsend Thomas Bird David Barber DRL 55 139 0 15 Jan 2019
Composing graphical models with neural networks for structured representations and fast inference Matthew J. Johnson David Duvenaud Alexander B. Wiltschko S. R. Datta Ryan P. Adams BDL OCL 64 483 0 20 Mar 2016
Asymmetric numeral systems J. Duda 82 129 0 02 Feb 2009