This is the official repository of ExpoMamba: Exploiting Frequency SSM Blocks for Efficient and Effective Image Enhancement. (ICML ES-FoMo 2024) Eashan Adhikarla, Kai Zhang, John Nicholson, Brian D. Davison.
[x] Code will be released on Sept 1, 2024. [x] Checkpoint release. [] Out of Distribution Lowlight training checkpoint.
SICE Checkpoint: Dropbox link
If you found our paper and code useful, please cite the following paper:
@inproceedings{
adhikarla2024expomamba,
title={ExpoMamba: Exploiting Frequency {SSM} Blocks for Efficient and Effective Image Enhancement},
author={Eashan Adhikarla and Kai Zhang and John Nicholson and Brian D. Davison},
booktitle={Workshop on Efficient Systems for Foundation Models II @ ICML2024},
year={2024},
url={https://openreview.net/forum?id=X9L6PatYhH}
}
@article{adhikarla2024unified,
title={Unified-EGformer: Exposure Guided Lightweight Transformer for Mixed-Exposure Image Enhancement},
author={Adhikarla, Eashan and Zhang, Kai and VidalMata, Rosaura G and Aithal, Manjushree and Madhusudhana, Nikhil Ambha and Nicholson, John and Sun, Lichao and Davison, Brian D},
journal={arXiv preprint arXiv:2407.13170},
year={2024}
}