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lossless compression

41 papers

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Co-occurring keywords

image compression (147) variational autoencoder (1288) neural compression (39) entropy coding (39) bits-back coding (8) probabilistic model (476) variational inference (2069) lossy compression (32) language model (4599) autoregressive model (456)

Papers

Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding ICML 2021
On the Out-of-distribution Generalization of Probabilistic Image Modelling NIPS 2021
iFlow: Numerically Invertible Flows for Efficient Lossless Compression via a Uniform Coder NIPS 2021
OSOA: One-Shot Online Adaptation of Deep Generative Models for Lossless Compression NIPS 2021
Partition and Code: learning how to compress graphs NIPS 2021
Lossless Compression of Efficient Private Local Randomizers ICML 2021
iVPF: Numerical Invertible Volume Preserving Flow for Efficient Lossless Compression CVPR 2021
Impossibility Results for Grammar-Compressed Linear Algebra NIPS 2020
Learning Better Lossless Compression Using Lossy Compression CVPR 2020
Bit-Swap: Recursive Bits-Back Coding for Lossless Compression with Hierarchical Latent Variables ICML 2019
Practical Full Resolution Learned Lossless Image Compression CVPR 2019
Compression with Flows via Local Bits-Back Coding NIPS 2019
Integer Discrete Flows and Lossless Compression NIPS 2019
The Design, Implementation, and Deployment of a System to Transparently Compress Hundreds of Petabytes of Image Files for a File-Storage Service NSDI 2017
The Information Sieve ICML 2016
Superior Guarantees for Sequential Prediction and Lossless Compression via Alphabet Decomposition JMLR 2006