no code implementations • 13 Jul 2023 • Nevin L. Zhang, Kaican Li, Han Gao, Weiyan Xie, Zhi Lin, Zhenguo Li, Luning Wang, Yongxiang Huang
Domain generalization (DG) is about learning models that generalize well to new domains that are related to, but different from, the training domain(s).
1 code implementation • 10 Jun 2023 • Weiyan Xie, Xiao-Hui Li, Zhi Lin, Leonard K. M. Poon, Caleb Chen Cao, Nevin L. Zhang
The need to explain the output of a deep neural network classifier is now widely recognized.
1 code implementation • 6 Nov 2022 • Weiyan Xie, Xiao-Hui Li, Caleb Chen Cao, Nevin L. Zhang
Despite the popularity of Vision Transformers (ViTs) and eXplainable AI (XAI), only a few explanation methods have been designed specially for ViTs thus far.
1 code implementation • 16 Mar 2022 • Nevin L. Zhang, Weiyan Xie, Zhi Lin, Guanfang Dong, Xiao-Hui Li, Caleb Chen Cao, Yunpeng Wang
Some examples are easier for humans to classify than others.