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Understanding and Unifying Fourteen Attribution Methods with Taylor
  Interactions

Understanding and Unifying Fourteen Attribution Methods with Taylor Interactions

2 March 2023
Huiqi Deng
Na Zou
Mengnan Du
Weifu Chen
Guo-Can Feng
Ziwei Yang
Zheyang Li
Quanshi Zhang
    FAtt
    TDI
ArXivPDFHTML

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

4 / 4 papers shown
Title
On the Evaluation Consistency of Attribution-based Explanations
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
26
0
0
28 Jul 2024
Defining and Extracting generalizable interaction primitives from DNNs
Defining and Extracting generalizable interaction primitives from DNNs
Lu Chen
Siyu Lou
Benhao Huang
Quanshi Zhang
6
9
0
29 Jan 2024
Manifold-based Shapley for SAR Recognization Network Explanation
Manifold-based Shapley for SAR Recognization Network Explanation
Xuran Hu
Mingzhe Zhu
Yuanjing Liu
Zhenpeng Feng
Ljubiša Stanković
FAtt
GAN
10
3
0
06 Jan 2024
Methods for Interpreting and Understanding Deep Neural Networks
Methods for Interpreting and Understanding Deep Neural Networks
G. Montavon
Wojciech Samek
K. Müller
FaML
228
2,231
0
24 Jun 2017
1