leieric / NERD-RCC
Code for Neural Estimation of the Rate-Distortion Function With Applications to Operational Source Coding
☆12Updated last year
Alternatives and similar repositories for NERD-RCC:
Users that are interested in NERD-RCC are comparing it to the libraries listed below
- Neural Joint-Source Channel Coding☆51Updated 5 years ago
- Official repo for the ICLR22 paper "Towards Empirical Sandwich Bounds on the Rate-Distortion Function"☆10Updated 2 years ago
- Official project page for Estimating the Rate-Distortion Function by Wasserstein Gradient Descent☆17Updated last year
- Improving ALISTA with neural augmentation☆15Updated 4 years ago
- Approximate Message Passing in Python☆71Updated 9 months ago
- [ICLR 2019] "ALISTA: Analytic Weights Are As Good As Learned Weights in LISTA", by Jialin Liu*, Xiaohan Chen*, Zhangyang Wang and Wotao Y…☆70Updated 3 years ago
- A Python implementation of Approximate Message Passing (AMP) algorithms for LASSO☆26Updated 6 years ago
- ☆12Updated 4 years ago
- Lossless compression using Probabilistic Circuits☆16Updated 3 years ago
- ☆16Updated 2 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
- Denoising Diffusion Error Correction Codes☆14Updated last year
- Implementation of Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks☆18Updated last year
- Difference-of-Entropies (DoE) Estimator☆25Updated 3 years ago
- An official implementation of "Deep Joint Source-Channel Coding with Iterative Source Error Correction"☆19Updated 2 years ago
- ☆60Updated 2 years ago
- ☆14Updated last year
- Neural Distributed Image Compression using Common Information (NDIC) [DCC 2022]☆32Updated 2 years ago
- ☆21Updated 3 years ago
- Featurized Density Ratio Estimation☆20Updated 3 years ago
- Trainable ISTA for sparse signal recovery☆42Updated 6 years ago
- [NeurIPS'18, Spotlight oral] "Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds", by Xiaohan Chen*…☆62Updated 3 years ago
- Hyper Graph Network Decoders for Block Codes☆22Updated 5 years ago
- Complex tensor and complex functions for pytorch.☆49Updated 2 years ago
- Implementation of Sparse Regression Codes (SPARCs)/Sparse Superposition Codes for communications over the AWGN channel.☆11Updated 3 years ago
- PyTorch implementation of the Generalized divisive normalization non-linearity layer☆94Updated 3 years ago
- Pytorch implementation of COIN, a framework for compression with implicit neural representations 🌸☆148Updated 4 years ago
- Pytorch implementation of COIN++ 🍁☆71Updated 2 years ago
- Data compression in JAX☆64Updated 5 months ago
- ☆9Updated 5 years ago