@article{degradationconsistentlearningviabidirect, title = {Degradation-Consistent Learning via Bidirectional Diffusion for Low-Light Image Enhancement}, author = {Jinhong He and Minglong Xue and Zhipu Liu and Mingliang Zhou and Aoxiang Ning and Palaiahnakote Shivakumara}, year = {2025}, eprint = {2507.18144}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.18144}, }