Search Results for author: Zhetong Dong

Found 2 papers, 1 papers with code

Functional Network: A Novel Framework for Interpretability of Deep Neural Networks

no code implementations24 May 2022 Ben Zhang, Zhetong Dong, Junsong Zhang, Hongwei Lin

Inspired by the success of functional brain networks, we propose a novel framework for interpretability of deep neural networks, that is, the functional network.

Adversarial Robustness Topological Data Analysis

Persistence B-Spline Grids: Stable Vector Representation of Persistence Diagrams Based on Data Fitting

1 code implementation17 Sep 2019 Zhetong Dong, Hongwei Lin, Chi Zhou

Many attempts have been made in recent decades to integrate machine learning (ML) and topological data analysis.

Topological Data Analysis

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