SPACE-LoRA: Allocating Activation-Subspace Protection for Continual Learning
cs.LG, cs.AI
Submitted: 2026-09-28
Updated: 2026-09-28
Terminology
Sources
- Janus-LoRA: A Balanced Low-Rank Adaptation for Continual Learning
- LoRA: Low-Rank Adaptation of Large Language Models
- Energy-Structured Low-Rank Adaptation for Continual Learning
- Progressive Prompts: Continual Learning for Language Models
- Gradient Projection Memory for Continual Learning
- Adaptive Budget Allocation for Orthogonal-Subspace Adapter Tuning in LLMs Continual Learning
- AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning
- Continual Learning with Pre-Trained Models: A Survey
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