Interpretability
Decomposition-Integration Class Activation Map
Introduced by Yang et al. in Decom--CAM: Tell Me What You See, In Details! Feature-Level Interpretation via Decomposition Class Activation MapDecomCAM decomposes intermediate activation maps into orthogonal features using singular value decomposition and generates saliency maps by integrating them.
Source: Decom--CAM: Tell Me What You See, In Details! Feature-Level Interpretation via Decomposition Class Activation Map
Papers
| Paper | Code | Results | Date | Stars |
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Usage Over Time
Components
| Component | Type |
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| 🤖 No Components Found | You can add them if they exist; e.g. Mask R-CNN uses RoIAlign |
