XGrad-CAM
XGrad-CAM
**XGrad-CAM**, or **Axiom-based Grad-CAM**, is a class-discriminative visualization method and able to highlight the regions belonging to the objects of interest. Two axiomatic properties are introduced in the derivation of XGrad-CAM: Sensitivity and Conservation. In particular, the proposed XGrad-CAM is still a linear combination of feature maps, but able to meet the constraints of those two axioms.
Axiom-based Grad-CAM: Towards Accurate Visualization and Explanation of CNNs
https://paperswithcode.com/paper/axiom-based-grad-cam-towards-accurate
Axiom-based Grad-CAM: Towards Accurate Visualization and Explanation of CNNs