NCKD distills a teacher's neural collapse structure, specifically class centroids, their simplex equiangular tight frame geometry, and a centroid-based classifier, into a student network and reports state-of-the-art distillation results.
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Neural Collapse Inspired Knowledge Distillation
NCKD distills a teacher's neural collapse structure, specifically class centroids, their simplex equiangular tight frame geometry, and a centroid-based classifier, into a student network and reports state-of-the-art distillation results.