77 citations · 124 across the 8 of their papers we have counts for
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cs.CV2024★ 1 cited
Invariant Shape Representation Learning For Image Classification
Tonmoy Hossain, Jing Ma, Jundong Li +1
Geometric shape features have been widely used as strong predictors for image classification. Nevertheless, most existing classifiers such as deep neural networks (DNNs) directly l…
cs.LG2024
Global Graph Counterfactual Explanation: A Subgraph Mapping Approach
Yinhan He, Wendy Zheng, Yaochen Zhu +5
Graph Neural Networks (GNNs) have been widely deployed in various real-world applications. However, most GNNs are black-box models that lack explanations. One strategy to explain G…