A hierarchical label-tree pruning method reduces diffusion-classifier inference time by up to about 60% while keeping accuracy roughly unchanged or slightly higher.
Diffusion models are certifiably robust classifiers
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Just Leaf It: Accelerating Diffusion Classifiers with Hierarchical Class Pruning
A hierarchical label-tree pruning method reduces diffusion-classifier inference time by up to about 60% while keeping accuracy roughly unchanged or slightly higher.