A Game-Theoretic Taxonomy of Visual Concepts in DNNs

21 June 2021

Papers citing "A Game-Theoretic Taxonomy of Visual Concepts in DNNs"

8 / 8 papers shown

Title
Technical Note: Defining and Quantifying AND-OR Interactions for Faithful and Concise Explanation of DNNs Mingjie Li Quanshi Zhang 41 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 43 8 0 03 Apr 2023
Does a Neural Network Really Encode Symbolic Concepts? Mingjie Li Quanshi Zhang 34 30 0 25 Feb 2023
Game-Theoretic Understanding of Misclassification Kosuke Sumiyasu K. Kawamoto Hiroshi Kera 42 1 0 07 Oct 2022
Discovering and Explaining the Representation Bottleneck of DNNs Huiqi Deng Qihan Ren Hao Zhang Quanshi Zhang 42 59 0 11 Nov 2021
Visualizing the Emergence of Intermediate Visual Patterns in DNNs Mingjie Li Shaobo Wang Quanshi Zhang 51 11 0 05 Nov 2021
A Unified Game-Theoretic Interpretation of Adversarial Robustness Jie Ren Die Zhang Yisen Wang Lu Chen Zhanpeng Zhou ... Xu Cheng Xin Eric Wang Meng Zhou Jie Shi Quanshi Zhang AAML 72 22 0 12 Mar 2021
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 275 2,553 0 25 Jan 2016