2 papers
cs.CV2026
Row-Column Separated Attention Based Low-Light Image/Video Enhancement
Chengqi Dong, Zhiyuan Cao, Tuoshi Qi +3
U-Net structure is widely used for low-light image/video enhancement. The enhanced images result in areas with large local noise and loss of more details without proper guidance fo…
cs.CV2024
Revealing the Two Sides of Data Augmentation: An Asymmetric Distillation-based Win-Win Solution for Open-Set Recognition
Yunbing Jia, Xiaoyu Kong, Fan Tang +3
In this paper, we reveal the two sides of data augmentation: enhancements in closed-set recognition correlate with a significant decrease in open-set recognition. Through empirical…