🚀 Awesome_GLC

Paper list of Generative Learned Compression (GLC). This includes topics such as Generative Image Compression (GIC), Generative Video Compression (GVC), Extreme Learned Image Compression (ELIC), and Extreme Learned Video Compression (ELVC) for human and machine vision perception. ELIC and ELVC, in particular, have emerged from advancements in generative models and could offer new insights into the relationship between generation ability and Shannon’s information theory. We also provide the test conditions for fair comparison.

Maintained by: Lingyu Zhu

Generative Image Compression Report: Chinese version

Invited Talk: Chinese version

Overview

Notes

• If you find papers relevant to this topic, please share them as a discussion post.
• Some papers may simultaneously belong to multiple subfields, and we categorize them accordingly to reflect these overlaps.
• Looking forward to your kind contributions and discussions! Many thanks!

Updated on 2025.04.18

Table of Contents

1. Generative Image Compression (GIC)
2. Generative Video Compression (GVC)
3. Extreme Learned Image Compression (ELIC)
4. Extreme Learned Video Compression (ELVC)
5. Dataset And Test Conditions

Generative Image Compression

Publish Date	Title	Authors	PDF	Code
2024.11	Compact Visual Data Representation for Green Multimedia - A Human Visual System Perspective	Peilin Chen et.al.	2411.14135	null

Generative Video Compression

Publish Date	Title	Authors	PDF	Code
2024.11	Compact Visual Data Representation for Green Multimedia - A Human Visual System Perspective	Peilin Chen et.al.	2411.14135	null

Extreme Learned Image Compression

Publish Date	Title	Authors	PDF	Code
2024.11	Compact Visual Data Representation for Green Multimedia - A Human Visual System Perspective	Peilin Chen et.al.	2411.14135	null

Extreme Learned Video Compression

Publish Date	Title	Authors	PDF	Code
2024.11	Compact Visual Data Representation for Green Multimedia - A Human Visual System Perspective	Peilin Chen et.al.	2411.14135	null

Dataset for Human Vision Perception

Publish Date	Title	Authors	PDF	Code
2024.11	Compact Visual Data Representation for Green Multimedia - A Human Visual System Perspective	Peilin Chen et.al.	2411.14135	null

Dataset for Machine Vision Perception

Publish Date	Title	Authors	PDF	Code
2024.11	Compact Visual Data Representation for Green Multimedia - A Human Visual System Perspective	Peilin Chen et.al.	2411.14135	null

Test Conditions

• Coming Soon!