BranchLoRA reduces catastrophic forgetting in multimodal continual instruction tuning by using a shared LoRA matrix, task-specific branches, frozen experts, and learned task keys.
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Enhancing Multimodal Continual Instruction Tuning with BranchLoRA
BranchLoRA reduces catastrophic forgetting in multimodal continual instruction tuning by using a shared LoRA matrix, task-specific branches, frozen experts, and learned task keys.