spencerkent / generalized-lloyd-quantizationLinks
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
Sorting:
- [NeurIPS'18, Spotlight oral] "Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds", by Xiaohan Chen*…☆64Updated 3 years ago
- Official code for ICML 2020 paper "Variational Bayesian Quantization"☆24Updated 3 years ago
- Code for "Modeling Sparse Deviations for Compressed Sensing using Generative Models", ICML 2018☆24Updated 7 years ago
- Hierarchical Group Sparse Regularization for Deep Convolutional Neural Networks☆12Updated 5 years ago
- Compression with Flows via Local Bits-Back Coding☆40Updated 6 years ago
- Matlab code for Low rank Matrix Factorization with AMP☆16Updated 10 years ago
- Greedy Adaptive Dictionary (GAD) is a learning algorithm that sets out to find sparse atoms for speech signals.☆11Updated 7 years ago
- source code of GLISTA☆23Updated 5 years ago
- Data and code for the paper "Deep, complex, invertible networks for inversion of transmission effects in multimode optical fibres" publis…☆19Updated 7 years ago
- tensorflow implementation of the Wasserstein (aka optimal transport) distance☆73Updated 4 years ago
- Python implementation of Lloyd-Max quantizer.☆24Updated 4 years ago
- Trainable ISTA for sparse signal recovery☆42Updated 7 years ago
- Unofficial complex tensor and scalar support for Pytorch☆80Updated 3 years ago
- Task-Aware Compressed Sensing Using Generative Adversarial Networks (published in AAAI18)☆31Updated 7 years ago
- Matlab implementation of the paper "Learning fast approximations of sparse coding"☆31Updated 10 years ago
- ☆15Updated 7 years ago
- CAE-ADMM: Implicit Bitrate Optimization via ADMM-Based Pruning in Compressive Autoencoders☆47Updated 5 years ago
- Tensorflow implementation of the paper "Fast Compressive Sensing Using Generative Model with Structed Latent Variables"☆10Updated 5 years ago
- ☆29Updated 5 years ago
- Robust Prinicipal Components in Python☆63Updated 7 years ago
- [ICLR 2019] "ALISTA: Analytic Weights Are As Good As Learned Weights in LISTA", by Jialin Liu*, Xiaohan Chen*, Zhangyang Wang and Wotao Y…☆75Updated 3 years ago
- ☆41Updated 7 years ago
- Code for the paper "Let’s Make Block Coordinate Descent Go Fast"☆48Updated 2 years ago
- Code for our paper "Learning a compressed sensing measurement matrix via gradient unrolling".☆21Updated 4 years ago
- Riemannian stochastic optimization algorithms: Version 1.0.3☆67Updated 2 years ago
- Python Compressed Sensing algorithms☆68Updated 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
- Uncertainty Autoencoders, AISTATS 2019☆56Updated 6 years ago
- Codes related to answers on StackExchange Network.☆120Updated last month
- Official implementation of "On GANs and GMMs"☆67Updated 6 years ago