no code implementations • 4 Apr 2024 • Shangquan Sun, Wenqi Ren, Jingyang Peng, Fenglong Song, Xiaochun Cao
Many existing methods for low-light image enhancement (LLIE) based on Retinex theory ignore important factors that affect the validity of this theory in digital imaging, such as noise, quantization error, non-linearity, and dynamic range overflow.
2 code implementations • 3 Mar 2024 • Shangquan Sun, Wenqi Ren, Jingzhi Li, Rui Wang, Xiaochun Cao
Knowledge distillation involves transferring soft labels from a teacher to a student using a shared temperature-based softmax function.
Ranked #1 on Knowledge Distillation on CIFAR-100
1 code implementation • NIPS 2022 • Shangquan Sun, Wenqi Ren, Tao Wang, Xiaochun Cao
To address the issue, we propose a targeted adversarial attack in the restoration procedure to boost object detection performance after restoration.