A Hypothesis for the Aesthetic Appreciation in Neural Networks

31 July 2021

Papers citing "A Hypothesis for the Aesthetic Appreciation in Neural Networks"

9 / 9 papers shown

Title
Towards the Dynamics of a DNN Learning Symbolic Interactions Qihan Ren Yang Xu Junpeng Zhang Yue Xin Dongrui Liu Quanshi Zhang 36 7 0 27 Jul 2024
Where We Have Arrived in Proving the Emergence of Sparse Symbolic Concepts in AI Models Qihan Ren Maximilian Brunner Wen Shen S. Mintchev 44 11 0 03 May 2023
Technical Note: Defining and Quantifying AND-OR Interactions for Faithful and Concise Explanation of DNNs Mingjie Li Quanshi Zhang 38 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 41 8 0 03 Apr 2023
Does a Neural Network Really Encode Symbolic Concepts? Mingjie Li Quanshi Zhang 29 30 0 25 Feb 2023
Defining and Quantifying the Emergence of Sparse Concepts in DNNs Jie Ren Mingjie Li Qirui Chen Huiqi Deng Quanshi Zhang 20 31 0 11 Nov 2021
Visualizing the Emergence of Intermediate Visual Patterns in DNNs Mingjie Li Shaobo Wang Quanshi Zhang 44 11 0 05 Nov 2021
Can We Faithfully Represent Masked States to Compute Shapley Values on a DNN? Jie Ren Zhanpeng Zhou Qirui Chen Quanshi Zhang FAtt TDI 35 8 0 22 May 2021
A Unified Game-Theoretic Interpretation of Adversarial Robustness Jie Ren Die Zhang Yisen Wang Lu Chen Zhanpeng Zhou ... Xu Cheng Xin Wang Meng Zhou Jie Shi Quanshi Zhang AAML 72 22 0 12 Mar 2021