Understanding and Unifying Fourteen Attribution Methods with Taylor Interactions

2 March 2023

Papers citing "Understanding and Unifying Fourteen Attribution Methods with Taylor Interactions"

6 / 6 papers shown

Title
On the Evaluation Consistency of Attribution-based Explanations Jiarui Duan Haoling Li Haofei Zhang Hao Jiang Mengqi Xue Li Sun Mingli Song Jie Song XAI 46 0 0 28 Jul 2024
Defining and Extracting generalizable interaction primitives from DNNs Lu Chen Siyu Lou Benhao Huang Quanshi Zhang 29 9 0 29 Jan 2024
Manifold-based Shapley for SAR Recognization Network Explanation Xuran Hu Mingzhe Zhu Yuanjing Liu Zhenpeng Feng Ljubiša Stanković FAtt GAN 20 3 0 06 Jan 2024
Technical Note: Defining and Quantifying AND-OR Interactions for Faithful and Concise Explanation of DNNs Mingjie Li Quanshi Zhang 34 9 0 26 Apr 2023
Can the Inference Logic of Large Language Models be Disentangled into Symbolic Concepts? Wen Shen Lei Cheng Yuxiao Yang Mingjie Li Quanshi Zhang LRM 33 8 0 03 Apr 2023
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 234 2,238 0 24 Jun 2017