Gregory Kondas

DEPICT: Diffusion-Enabled Permutation Importance for Image Classification Tasks

"We propose a permutation-based explanation method for image classifiers. Current image-model explanations like activation maps are limited to instance-based explanations in the pixel space, making it difficult to understand global model behavior. In contrast, permutation based explanations for tabu…