interpretability-and-explainability topic
List
interpretability-and-explainability repositories
IBGNN
49
Stars
7
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MICCAI 2022 (Oral): Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis
DISC
34
Stars
5
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Official code of "Discover and Cure: Concept-aware Mitigation of Spurious Correlation" (ICML 2023)
CVPR2022-OrphicX
32
Stars
13
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Official code for the CVPR 2022 (oral) paper "OrphicX: A Causality-Inspired Latent Variable Model for Interpreting Graph Neural Networks."
GREA
32
Stars
5
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[KDD'22] Source codes of "Graph Rationalization with Environment-based Augmentations"
ST-ProtoPNet
17
Stars
1
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[ICCV 2023] Learning Support and Trivial Prototypes for Interpretable Image Classification