R2MoE adds per-concept LoRA experts with routing distillation and expert pruning, reporting 0.19% forgetting and 15.2M added parameters on CustomConcept101.
Controlling text-to-image diffusion by orthogo- nal finetuning,
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R^2MoE: Redundancy-Removal Mixture of Experts for Lifelong Concept Learning
R2MoE adds per-concept LoRA experts with routing distillation and expert pruning, reporting 0.19% forgetting and 15.2M added parameters on CustomConcept101.