no code implementations • 12 Mar 2024 • Le Luo, Bingrong Xu, Qingyong Zhang, Cheng Lian, Jie Luo
By using unsupervised domain adaptation (UDA), knowledge can be transferred from a label-rich source domain to a target domain that contains relevant information but lacks labels.
no code implementations • 18 Jun 2023 • Depeng Li, Tianqi Wang, Bingrong Xu, Kenji Kawaguchi, Zhigang Zeng, Ponnuthurai Nagaratnam Suganthan
Continual learning can incrementally absorb new concepts without interfering with previously learned knowledge.
1 code implementation • 28 May 2023 • LiPing Lu, Qian Xiong, DuanFeng Chu, Bingrong Xu
For example, compared with the previous state-of-the-art methods, MixDehazeNet achieves a significant improvement (42. 62dB PSNR) on the SOTS indoor dataset.
Ranked #1 on Image Dehazing on Haze4k
no code implementations • 23 Oct 2020 • Taotao Jing, Bingrong Xu, Jingjing Li, Zhengming Ding
Such three strategies are formulated into a unified framework to address the fairness issue and domain shift challenge.