PAM merges a task-specific LoRA into a global LoRA and re-initializes sign-conflicting weights during training, reducing catastrophic forgetting in continual VLM learning.
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Continual Learning in Vision-Language Models via Aligned Model Merging
PAM merges a task-specific LoRA into a global LoRA and re-initializes sign-conflicting weights during training, reducing catastrophic forgetting in continual VLM learning.