UbiQVision quantifies uncertainty in SHAP explanations for medical image recognition by combining Dirichlet posterior sampling with Dempster-Shafer belief and plausibility maps.
Grad-cam++: Generalized gradient-based visual explanations for deep convolutional networks, in: 2018 IEEE Winter Conference on Applications of Computer Vision (WACV), IEEE
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UbiQVision: Quantifying Uncertainty in XAI for Image Recognition
UbiQVision quantifies uncertainty in SHAP explanations for medical image recognition by combining Dirichlet posterior sampling with Dempster-Shafer belief and plausibility maps.