Aggregating gradient-based pixel attributions into superpixels approximates LIME's region rankings at a fraction of the computational cost, including for action recognition networks on video.
Explaining nonlinear classification decisions with deep taylor decomposition
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Gradient Weighted Superpixels for Interpretability in CNNs
Aggregating gradient-based pixel attributions into superpixels approximates LIME's region rankings at a fraction of the computational cost, including for action recognition networks on video.