ATLAS: Adapter-Based Multi-Modal Continual Learning with a Two-Stage Learning Strategy

Hong Li, Zhiquan Tan, Xingyu Li +1

While vision-and-language models significantly advance in many fields, the challenge of continual learning is unsolved. Parameter-efficient modules like adapters and prompts presen…