Curated list of papers and resources focused on neural compression, intended to keep pace with the anticipated surge of research in the recent years.
☆82Aug 1, 2024Updated 2 years ago
Alternatives and similar repositories for Awesome-Neural-Compression
Users that are interested in Awesome-Neural-Compression are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆23Oct 28, 2022Updated 4 years ago
- The paper list about deep learning based image compression☆220Sep 27, 2025Updated last year
- 🏠[CVPR 2024 Highlight] Boosting Neural Representations for Videos with a Conditional Decoder☆54Apr 19, 2024Updated 2 years ago
- 🏠[ICLR 2023] LDMIC: Learning-based Distributed Multi-view Image Coding☆40Apr 5, 2023Updated 3 years ago
- Implemetation of ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contextual Adaptive Coding☆209Sep 30, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Official code for Human Friendly Perceptual Learned Image Compression with Reinforced Transform and Unofficial Implementation of papar "P…☆23Aug 10, 2023Updated 3 years ago
- ☆237Apr 19, 2024Updated 2 years ago
- High-Efficiency Lossy Image Coding Through Adaptive Neighborhood Information Aggregation☆75Dec 4, 2023Updated 2 years ago
- [ACMMM 2023 / NCW ICML 2023] Multi-Reference Entropy Models for Learned Image Compression☆173Feb 21, 2026Updated 8 months ago
- Paper list: deep learning based video compression☆302Sep 27, 2025Updated last year
- Pytorch implementation of the paper "The Devil Is in the Details: Window-based Attention for Image Compression".☆194Nov 11, 2023Updated 2 years ago
- A Pytorch implementation for ELIC (CVPR 2022).☆13Mar 29, 2023Updated 3 years ago
- YAECL: Yet Another Entropy Coding Library for Neural Compression Research, with Arithmetic Coding and Asymmetric Numeral Systems support☆41Jul 23, 2023Updated 3 years ago
- ☆37Nov 19, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Official Implementation of the TCSVT2023 paper: "Towards Robust Neural Image Compression: Adversarial Attack and Finetuning"☆17Apr 26, 2024Updated 2 years ago
- [NeurIPS 2024] COSMIC: Compress Satellite Images Efficiently via Diffusion Compensation☆24Oct 2, 2024Updated 2 years ago
- [TCSVT 2025] Toward Extreme Image Compression with Latent Feature Guidance and Diffusion Prior☆106Dec 30, 2025Updated 10 months ago
- Research on Video Compression☆30Oct 30, 2025Updated last year
- codebase for Lossy Image Compression with Conditional Diffusion Models☆136Jan 6, 2026Updated 10 months ago
- A collection of papers related to data compression☆193Updated this week
- 🏠[ICME 2023] Low-complexity Deep Video Compression with A Distributed Coding Architecture☆36May 29, 2023Updated 3 years ago
- Unofficial pytorch implementation of CVPR2022 papar "ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contex…☆73Sep 25, 2024Updated 2 years ago
- Official implementation of "Variable-Rate Deep Image Compression through Spatially-Adaptive Feature Transform", ICCV 2021☆99Oct 29, 2021Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [ECCV2024] SegPIC for image compression☆32Mar 20, 2025Updated last year
- Spatio-Temporal Entropy Model (STEM) for end-to-end leaned video compression.☆30Jun 26, 2023Updated 3 years ago
- A PyTorch implementation of DVC（DVC: An End-to-end Deep Video Compression Framework）☆59Sep 9, 2022Updated 4 years ago
- ☆21Jul 4, 2023Updated 3 years ago
- PyTorch implementation of PerCo (Towards Image Compression with Perfect Realism at Ultra-Low Bitrates, ICLR 2024)☆107Jan 13, 2025Updated last year
- Official implementation of (ICML 2026) Training-Free Vector Quantization via Gaussian VAEs☆26Aug 28, 2026Updated 2 months ago
- [NeurIPS 2024] Offical PyTorch implementation of All-in-One Image Coding for Joint Human-Machine Vision with Multi-Path Aggregation☆24Jul 8, 2025Updated last year
- A Pytorch Implementation of a continuously rate adjustable learned image compression framework.☆78Apr 6, 2023Updated 3 years ago
- ☆34Feb 15, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Deep Contextual Video Compression☆855Aug 25, 2026Updated 2 months ago
- Map-Assisted Remote-Sensing Image Compression at Extremely Low Bitrates☆14Mar 11, 2025Updated last year
- This is a list of publications regarding deep learning-based image and video compression. The list is maintained by the USTC-FVC research…☆16Sep 3, 2025Updated last year
- A PyTorch library and evaluation platform for end-to-end compression research☆1,654Oct 29, 2026Updated last week
- PyTorch implementation and benchmark of Video Compression☆394Apr 25, 2024Updated 2 years ago
- [ICCV 2025 Highlight] official code of paper "DLF: Extreme Image Compression with Dual-generative Latent Fusion"☆51Dec 24, 2025Updated 10 months ago
- [ECCV2024] Image Compression for Machine and Human Vision With Spatial-Frequency Adaptation☆56Mar 24, 2025Updated last year