ppingzhang / Deep-Learning-Based-Image-CompressionLinks
The paper list about deep learning based image compression
☆150Updated 6 months ago
Alternatives and similar repositories for Deep-Learning-Based-Image-Compression
Users that are interested in Deep-Learning-Based-Image-Compression are comparing it to the libraries listed below
Sorting:
- [ACMMM 2023 / NCW ICML 2023] Multi-Reference Entropy Models for Learned Image Compression☆147Updated 2 months ago
- PyTorch re-implementation of Transformer-based Transform Coding☆28Updated last year
- (CVPR2025) Learned Image Compression with Dictionary-based Entropy Model☆53Updated 3 months ago
- ☆36Updated last year
- ☆206Updated last year
- A collection of papers related to data compression☆84Updated this week
- Implemetation of ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contextual Adaptive Coding☆168Updated last year
- Curated list of papers and resources focused on neural compression, intended to keep pace with the anticipated surge of research in the r…☆77Updated last year
- [TCSVT 2025] Toward Extreme Image Compression with Latent Feature Guidance and Diffusion Prior☆75Updated last month
- Deep Lossy Plus Residual Coding for Lossless and Near-lossless Image Compression (TPAMI'24, Journal Extension of our CVPR'21 work)☆27Updated 9 months ago
- Unofficial pytorch implementation of CVPR2022 papar "ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contex…☆55Updated 10 months ago
- ☆93Updated 3 years ago
- [CVPR 2025] ECVC: Exploiting Non-Local Correlations in Multiple Frames for Contextual Video Compression☆42Updated last month
- Official implementation of the paper "Scalable Image Coding for Humans and Machines Using Feature Fusion Network".☆13Updated 6 months ago
- codebase for Lossy Image Compression with Conditional Diffusion Models☆123Updated last year
- [ICLR2024] FTIC: Frequency-aware Transformer for Learned Image Compression☆78Updated 5 months ago
- [DCC 2022] Transformer-based Image Compression☆32Updated last year
- This repo is implementation for Learned Image Compression with Discretized Gaussian Mixture Likelihoods and Attention Modules in pytorch.☆77Updated last year
- ☆40Updated 2 years ago
- High-Efficiency Lossy Image Coding Through Adaptive Neighborhood Information Aggregation☆72Updated last year
- Unofficial pytorch implementation of CVPR2021 paper "Checkerboard Context Model for Efficient Learned Image Compression".☆64Updated 2 years ago
- Code for MambaVC: Learned Visual Compression with Selective State Spaces☆59Updated last year
- ☆23Updated 2 years ago
- Official implementation of "Variable-Rate Deep Image Compression through Spatially-Adaptive Feature Transform", ICCV 2021☆90Updated 3 years ago
- Paper list of deep learning based image/video compression.☆76Updated last year
- ☆12Updated last year
- Pytorch implementation of the paper "The Devil Is in the Details: Window-based Attention for Image Compression".☆187Updated last year
- PyTorch Implementation of the CVPR'24 Paper "Learned Lossless Image Compression based on Bit Plane Slicing"☆38Updated 5 months ago
- [NeurIPS2024] Causal Context Adjustment Loss for Learned Image Compression☆60Updated 4 months ago
- This is an open-source repository based on our paper, primarily applied in the field of remote sensing image compression.☆13Updated last year