2024 "neural network interpretability" Papers

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Exploring the Low-Pass Filtering Behavior in Image Super-Resolution

Haoyu Deng, Zijing Xu, Yule Duan et al.

ICML 2024posterarXiv:2405.07919

From Neurons to Neutrons: A Case Study in Interpretability

Ouail Kitouni, Niklas Nolte, Víctor Samuel Pérez-Díaz et al.

ICML 2024posterarXiv:2405.17425

Grokking Group Multiplication with Cosets

Dashiell Stander, Qinan Yu, Honglu Fan et al.

ICML 2024posterarXiv:2312.06581

Layerwise Change of Knowledge in Neural Networks

Xu Cheng, Lei Cheng, Zhaoran Peng et al.

ICML 2024posterarXiv:2409.08712

Layer-Wise Relevance Propagation with Conservation Property for ResNet

Seitaro Otsuki, Tsumugi Iida, Félix Doublet et al.

ECCV 2024posterarXiv:2407.09115

Permutation-Based Hypothesis Testing for Neural Networks

Francesca Mandel, Ian Barnett

AAAI 2024paperarXiv:2301.11354