GAformer: Low-Light Image Enhancement Based on Gradient-Aware Kernel and Frequency-Modulated Transformer.

@inproceedings{shuai-2026-gaformer, author = {Yifan Shuai and Ke Wang and Weiming Feng and Shuai Pang and Dehua Zhou and Yikui Zhai}, editor = {Stevan Rudinac and Zi Huang and Marcel Worring and Lucia Vadicamo and Xirong Li and Pascal Mettes and Lizi Liao}, title = {{GAformer: Low-Light Image Enhancement Based on Gradient-Aware Kernel and Frequency-Modulated Transformer}}, booktitle = {{Proceedings of the 2026 International Conference on Multimedia Retrieval, ICMR 2026, Amsterdam, The Netherlands, June 16-19, 2026}}, pages = {2266--2275}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3805622.3810863}, doi = {https://doi.org/10.1145/3805622.3810863} }