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Towards the Dynamics of a DNN Learning Symbolic Interactions

Towards the Dynamics of a DNN Learning Symbolic Interactions

27 July 2024
Qihan Ren
Yang Xu
Junpeng Zhang
Yue Xin
Dongrui Liu
Quanshi Zhang
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Papers citing "Towards the Dynamics of a DNN Learning Symbolic Interactions"

5 / 5 papers shown
Title
Technical Report: Quantifying and Analyzing the Generalization Power of a DNN
Technical Report: Quantifying and Analyzing the Generalization Power of a DNN
Yuxuan He
Junpeng Zhang
Hongyuan Zhang
Hongyuan Zhang
Quanshi Zhang
AI4CE
26
0
0
11 May 2025
SEER: Self-Explainability Enhancement of Large Language Models' Representations
SEER: Self-Explainability Enhancement of Large Language Models' Representations
Guanxu Chen
Dongrui Liu
Tao Luo
Jing Shao
LRM
MILM
67
1
0
07 Feb 2025
Physics of Skill Learning
Physics of Skill Learning
Ziming Liu
Yizhou Liu
Eric J. Michaud
Jeff Gore
Max Tegmark
46
1
0
21 Jan 2025
Explaining How a Neural Network Play the Go Game and Let People Learn
Explaining How a Neural Network Play the Go Game and Let People Learn
Huilin Zhou
Huijie Tang
Mingjie Li
Hao Zhang
Zhenyu Liu
Quanshi Zhang
39
6
0
15 Oct 2023
Discovering and Explaining the Representation Bottleneck of DNNs
Discovering and Explaining the Representation Bottleneck of DNNs
Huiqi Deng
Qihan Ren
Hao Zhang
Quanshi Zhang
39
59
0
11 Nov 2021
1