spencerkent / generalized-lloyd-quantization
An implementation of the Generalized Lloyd method for vector quantization
☆31Updated 5 years ago
Alternatives and similar repositories for generalized-lloyd-quantization:
Users that are interested in generalized-lloyd-quantization are comparing it to the libraries listed below
- Python implementation of Lloyd-Max quantizer.☆24Updated 4 years ago
- ☆15Updated 7 years ago
- Robust Prinicipal Components in Python☆64Updated 6 years ago
- Riemannian stochastic optimization algorithms: Version 1.0.3☆64Updated 2 years ago
- Compression with Flows via Local Bits-Back Coding☆39Updated 5 years ago
- Official code for ICML 2020 paper "Variational Bayesian Quantization"☆23Updated 2 years ago
- source code of GLISTA☆23Updated 5 years ago
- A lightweight accelerated proximal-gradient package for matlab☆32Updated 8 years ago
- Code for "Modeling Sparse Deviations for Compressed Sensing using Generative Models", ICML 2018☆24Updated 6 years ago
- Gabriel Peyré, Marco Cuturi, Justin Solomon, Gromov-Wasserstein Averaging of Kernel and Distance Matrices, Proc. of ICML 2016.☆73Updated 8 years ago
- LIBS2ML: A Library for Scalable Second Order Machine Learning Algorithms☆10Updated 3 years ago
- Trainable ISTA for sparse signal recovery☆42Updated 6 years ago
- Matlab code for Low rank Matrix Factorization with AMP☆16Updated 9 years ago
- Tensorflow implementation of the paper "Fast Compressive Sensing Using Generative Model with Structed Latent Variables"☆10Updated 5 years ago
- ☆19Updated 5 years ago
- The code for the paper: https://arxiv.org/abs/1806.06317☆24Updated 5 years ago
- Uncertainty Autoencoders, AISTATS 2019☆55Updated 6 years ago
- CAE-ADMM: Implicit Bitrate Optimization via ADMM-Based Pruning in Compressive Autoencoders☆47Updated 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
- Image compression using Variational Autoencoder and Generative Adversarial Networks.☆11Updated 6 years ago
- ☆14Updated 5 years ago
- Morgan A. Schmitz., Matthieu Heitz, Nicolas Bonneel, Fred Ngole, David Coeurjolly, Marco Cuturi, Gabriel Peyré, and Jean-Luc Starck. "Was…☆18Updated 5 years ago
- Difference of Convolution for Deep Compressive Sensing, IEEE International Conference on Image Processing (ICIP), 2019 - Training code in…☆10Updated 4 years ago
- Jupyter notebook usage examples for the SPORCO project☆19Updated 3 years ago
- Estimation of mutual information (MI) distribution with Gaussian mixture models (GMMs)☆18Updated 3 weeks ago
- ☆39Updated 6 years ago
- Task-Aware Compressed Sensing Using Generative Adversarial Networks (published in AAAI18)☆30Updated 7 years ago
- Code for Neural Estimation of the Rate-Distortion Function With Applications to Operational Source Coding☆12Updated last year
- Hessian Free Optimization with Tensorflow☆29Updated 7 years ago
- SOPT: Sparse OPTimisation.☆21Updated 7 years ago