LADA: Scalable Label-Specific CLIP Adapter for Continual Learning

29 May 2025

Papers citing "LADA: Scalable Label-Specific CLIP Adapter for Continual Learning"

3 / 3 papers shown

Title
Adaptive Rank, Reduced Forgetting: Knowledge Retention in Continual Learning Vision-Language Models with Dynamic Rank-Selective LoRA Haodong Lu Chongyang Zhao Jason Xue Lina Yao Kristen Moore Dong Gong CLL KELM VLM 231 7 0 01 Dec 2024
An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning Yun Luo Zhen Yang Fandong Meng Yafu Li Jie Zhou Yue Zhang CLL KELM 201 319 0 17 Aug 2023
CLIP-Adapter: Better Vision-Language Models with Feature Adapters Peng Gao Shijie Geng Renrui Zhang Teli Ma Rongyao Fang Yongfeng Zhang Hongsheng Li Yu Qiao VLM CLIP 350 1,062 0 09 Oct 2021