no code implementations • 22 Mar 2024 • Zeliang Zhang, Mingqian Feng, Jinyang Jiang, Rongyi Zhu, Yijie Peng, Chenliang Xu
Gradient-based saliency maps are widely used to explain deep neural network decisions.
1 code implementation • 19 Mar 2024 • Zeliang Zhang, Mingqian Feng, Zhiheng Li, Chenliang Xu
Discovering biased subgroups is the key to understanding models' failure modes and further improving models' robustness.
no code implementations • 5 Dec 2022 • Weiyu Zong, Mingqian Feng, Griffin Heyrich, Peter Chin
However, when these novel methods are used to handle high-dimensional multivariate forecasting problems, their performance is highly restricted by a practical training time and a reasonable GPU memory configuration.