Next-Frame Decoding for Ultra-Low-Bitrate Image Compression with Video Diffusion Priors
Paper • 2603.15129 • Published
NeFIC: Next-Frame Decoding for Ultra-Low-Bitrate Image Compression with Video Diffusion Priors
ECCV 2026
Authors: Yunuo Chen, Chuqin Zhou, Jiangchuan Li, Xiaoyue Ling, Bing He, Jincheng Dai, Li Song, Guo Lu
Links
Checkpoints
This repository contains 6 pretrained NeFIC checkpoints at different rate points:
| Directory | Lambda | Rate |
|---|---|---|
checkpoints/nefic_lambda0.25/ |
0.25 | Highest bitrate |
checkpoints/nefic_lambda0.5/ |
0.5 | |
checkpoints/nefic_lambda1/ |
1.0 | |
checkpoints/nefic_lambda1.7/ |
1.7 | |
checkpoints/nefic_lambda3/ |
3.0 | |
checkpoints/nefic_lambda5/ |
5.0 | Lowest bitrate |
Each directory contains:
anchor_codec.bin— Anchor Codec weightspytorch_lora_weights.safetensors— LoRA adapter for the generative decoder
Usage
hf download yuUnuo/NeFIC --local-dir /path/to/nefic_checkpoints
See the GitHub repo for full inference instructions.
Inference Providers NEW
This model isn't deployed by any Inference Provider. 🙋 Ask for provider support