Understanding Multimodal Continual Instruction Tuning with Positive Forward Transfer
The author argues that catastrophic forgetting and negative forward transfer are major obstacles in Multimodal Continual Instruction Tuning, proposing Fwd-Prompt as a solution to achieve anti-forgetting and positive forward transfer.