Weifu Chen | DeepAI

DeepAI

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Featured Co-authors

Xia Hu
111 publications
Quanshi Zhang
54 publications
Mengnan Du
40 publications
Na Zou
21 publications
Huiqi Deng
8 publications
Ziwei Yang
8 publications
Zheyang Li
7 publications
Guocan Feng
5 publications

research

∙ 03/02/2023

Understanding and Unifying Fourteen Attribution Methods with Taylor Interactions

Various attribution methods have been developed to explain deep neural n...

0 Huiqi Deng, et al. ∙

research

∙ 05/28/2021

A General Taylor Framework for Unifying and Revisiting Attribution Methods

Attribution methods provide an insight into the decision-making process ...

0 Huiqi Deng, et al. ∙

research

∙ 04/14/2021

Mutual Information Preserving Back-propagation: Learn to Invert for Faithful Attribution

Back propagation based visualizations have been proposed to interpret de...

0 Huiqi Deng, et al. ∙

research

∙ 08/21/2020

A Unified Taylor Framework for Revisiting Attribution Methods

Attribution methods have been developed to understand the decision makin...

0 Huiqi Deng, et al. ∙