Publications

Adaptive Rank, Reduced Forgetting: Knowledge Retention in Continual Learning Vision-Language Models with Dynamic Rank-Selective LoRA

Learning with Mixture of Prototypes for Out-of-Distribution Detection

Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning

Incremental Multi-modal Prompt Tuning with Textual Prototypes for Continual Learning

Balancing Plasticity and Stability via Dual-Branch Learning in Online Continual Learning