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SegDiscover: Visual Concept Discovery via Unsupervised Semantic Segmentation


Apr 22, 2022
Haiyang Huang, Zhi Chen, Cynthia Rudin


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Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges


Mar 20, 2021
Cynthia Rudin, Chaofan Chen, Zhi Chen, Haiyang Huang, Lesia Semenova, Chudi Zhong


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Understanding How Dimension Reduction Tools Work: An Empirical Approach to Deciphering t-SNE, UMAP, TriMAP, and PaCMAP for Data Visualization


Dec 08, 2020
Yingfan Wang, Haiyang Huang, Cynthia Rudin, Yaron Shaposhnik


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Volume Preserving Image Segmentation with Entropic Regularization Optimal Transport and Its Applications in Deep Learning


Sep 22, 2019
Haifeng Li, Jun Liu, Li Cui, Haiyang Huang, Xue-cheng Tai


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Normalized Cut with Adaptive Similarity and Spatial Regularization


Jun 06, 2018
Faqiang Wang, Cuicui Zhao, Jun Liu, Haiyang Huang


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Variational based Mixed Noise Removal with CNN Deep Learning Regularization


May 21, 2018
Faqiang Wang, Haiyang Huang, Jun Liu


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