Three last-layer coefficients derived from gradient interference sources predict the forgetting rank order of past classes in rehearsal-based CIL, with self-induced interference as the strongest predictor.
Class-incremental learn- ing using diffusion model for distillation and replay,
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Understanding Imbalanced Forgetting in Rehearsal-Based Class-Incremental Learning
Three last-layer coefficients derived from gradient interference sources predict the forgetting rank order of past classes in rehearsal-based CIL, with self-induced interference as the strongest predictor.