yiboyang / wgdLinks
Official project page for Estimating the Rate-Distortion Function by Wasserstein Gradient Descent
☆19Updated last year
Alternatives and similar repositories for wgd
Users that are interested in wgd are comparing it to the libraries listed below
Sorting:
- Code for Neural Estimation of the Rate-Distortion Function With Applications to Operational Source Coding☆12Updated last year
- Code for "DeepPolar codes", ICML 2024☆12Updated last year
- Official implementation of MINDE: Mutual Information Neural Diffusion Estimation☆20Updated 5 months ago
- Denoising Diffusion Error Correction Codes☆18Updated last year
- ☆15Updated last year
- Source code for our recent book entitled Model-Based Deep Learning☆18Updated last year
- Latent Diffusion Model-Enabled Low-Latency Semantic Communication in the Presence of Semantic Ambiguities and Wireless Channel Noises☆14Updated 10 months ago
- An official implementation of "Deep Joint Source-Channel Coding with Iterative Source Error Correction"☆22Updated 2 years ago
- Implementation of Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks☆21Updated last year
- ☆20Updated 4 years ago
- ☆12Updated last year
- Improving ALISTA with neural augmentation☆15Updated 4 years ago
- Source code of the paper titled "Digital Semantic Communications: An Alternating Multi-Phase Training Strategy with Mask Attack"☆14Updated last year
- Learning Linear Block Error Correction Codes☆15Updated last year
- ☆64Updated 3 years ago
- This is a pytorch implementation of digital semantic communication.☆15Updated 9 months ago
- Mutual information estimators and benchmarks☆14Updated last week
- Matlab codes for Unsourced Multiple Access With Random User Activity by K.-H. Ngo, A. Lancho, G. Durisi, and A. Graell i Amat☆11Updated 2 years ago
- Implementation of a PyTorch Mutual Information Estimation Toolkit☆21Updated last year
- Mutual information estimators and benchmark☆53Updated last week
- Neural Joint-Source Channel Coding☆51Updated 6 years ago
- Code for the paper: Complex-Valued Autoencoders for Object Discovery☆56Updated 2 years ago
- Approximate Message Passing in Python☆72Updated last year
- Featurized Density Ratio Estimation☆20Updated 4 years ago
- ☆12Updated 7 months ago
- Difference-of-Entropies (DoE) Estimator☆25Updated 3 years ago
- Implementation of the transformer proposed in "Building Blocks for a Complex-Valued Transformer Architecture"☆82Updated last year
- Reproducible-Bayesian-Tensor-Machine-Learning-SOTA☆31Updated 6 months ago
- Lossless compression using Probabilistic Circuits☆16Updated 3 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…☆72Updated 3 years ago