Advancing Cross-domain Discriminability in Continual Learning of Vision-Language Models

Neural Information Processing Systems 

During the CL of VLMs, we need not only to prevent the catastrophic forgetting on incrementally learned knowledge but also to preserve the zero-shot ability of VLMs.

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