hojonathanho / localbitsback
Compression with Flows via Local Bits-Back Coding
☆39Updated 5 years ago
Alternatives and similar repositories for localbitsback:
Users that are interested in localbitsback are comparing it to the libraries listed below
- ☆35Updated 4 years ago
- Code release for Hoogeboom, Emiel, Jorn WT Peters, Rianne van den Berg, and Max Welling. "Integer Discrete Flows and Lossless Compression…☆97Updated 5 years ago
- ☆16Updated 2 years ago
- Official code for ICML 2020 paper "Variational Bayesian Quantization"☆23Updated 2 years ago
- Perceptual quality metrics for TensorFlow☆42Updated 2 years ago
- ☆145Updated 2 years ago
- Deep generative models for distribution-preserving lossy compression☆33Updated 6 years ago
- Code to accompany the paper "Hierarchical Quantized Autoencoders"☆37Updated last year
- Compression tools for machine learning researchers☆83Updated last year
- Wavelet Flow: Fast Training of High Resolution Normalizing Flows☆59Updated 3 years ago
- Generic image compressor for machine learning. Pytorch code for our paper "Lossy compression for lossless prediction".☆117Updated 2 years ago
- Pytorch implementation of COIN, a framework for compression with implicit neural representations 🌸☆148Updated 4 years ago
- ☆13Updated 2 years ago
- PyTorch implementation of the Generalized divisive normalization non-linearity layer☆94Updated 3 years ago
- Code for Understanding and Mitigating Exploding Inverses in Invertible Neural Networks (AISTATS 2021) http://arxiv.org/abs/2006.09347☆30Updated 4 years ago
- This repository contains the code for our recent paper `Minimal Random Code Learning: Getting Bits Back from Compressed Model Parameters'☆21Updated 6 years ago
- Data compression in JAX☆62Updated 4 months ago
- Official code for "VFlow: More Expressive Generative Flows with Variational Data Augmentation" (ICML 2020)☆39Updated last year
- Code for the article "What if Neural Networks had SVDs?", to be presented as a spotlight paper at NeurIPS 2020.☆75Updated 8 months ago
- Pytorch implementation of COIN++ 🍁☆71Updated 2 years ago
- ☆28Updated 3 years ago
- Official code repo for NeurIPS 2020 paper "Improving Inference for Neural Image Compression"☆48Updated last year
- ☆42Updated 5 years ago
- Code for paper "Closing the Dequantization Gap: PixelCNN as a Single-Layer Flow"☆19Updated 4 years ago
- Deep Image Compression using Decoder Side Information (ECCV 2020)☆46Updated 2 years ago
- ☆14Updated last year
- PyTorch code for the CVPR'20 paper "Learning Better Lossless Compression Using Lossy Compression"☆62Updated last year
- Implementation of Glow in PyTorch☆81Updated 4 years ago
- Official repo for the ICLR22 paper "Towards Empirical Sandwich Bounds on the Rate-Distortion Function"☆10Updated 2 years ago
- MintNet: Building Invertible Neural Networks with Masked Convolutions☆39Updated 4 years ago