Awesome

ExpoMamba

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.

Code will be released on Sept 1, 2024.

BibTeX Reference

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}
}

Other related works

@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}
}