learned-image-compression

[CVPR'25] Official Implementation of MambaIC: State Space Models for High-Performance Learned Image Compression

[ECCV2024] SegPIC for image compression

[Paper List‘25] Paper list of Generative Image Compression (GIC), Generative Video Compression (GVC), Extreme Learned Image Compression (ELIC), and Extreme Learned Video Compression (ELVC) for Human Vision and Machine Vision.

[ICIP 2024] Lightweight distribution compression for neural image compression

Official repository for the paper “FlashGMM: Fast Gaussian Mixture Entropy Model for Learned Inage Compression” (IEEE VCIP 2025)

Supplementary material for the paper "PERCEPTUAL LEARNED IMAGE COMPRESSION VIA END-TO-END JND-BASED OPTIMIZATION", IEEE ICIP 2024

Codes for paper titled "Learned Lossless Image Compression Through Interpolation (LLICTI) With Low Complexity"

Unofficial Pytorch Implementation of S2CFormer

Experiment applying L3C (CVPR2019) for image compression on CLIC-2019 dataset

Utility Scripts and Procedures for Preparing Dataset for Learned Image Compression

Codes for paper titled "End-to-End Learned Block-Based Image Compression with Block-Level Masked Convolutions and Asymptotic Closed-Loop Training"

Codes for paper titled "A Learned Pixel-by-Pixel Lossless Image Compression Method with 59K Parameters and Parallel Decoding"

This repo includes the code files for IMAGE COMPRESSION WITH LEARNED LIFTING-BASED DWT AND LEARNED TREE-BASED ENTROPY MODELS paper

C++ implementation of the MLVC (Microsoft Learned Video Codec) encode/decode pipeline with four isolated NVIDIA GPU inference backends (ONNX Runtime, libtorch, TensorRT, and a self-contained Driver+cubin AOT build) plus rANS entropy coding.

Codes for manuscript titled "On Variable-Bitrate Learned Image Compression: Training Strategies, Dead-Zone Quantization, and Uniform vs. Channel-Adaptive Latent Quantization"