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LADA: Scalable Label-Specific CLIP Adapter for Continual Learning

LADA: Scalable Label-Specific CLIP Adapter for Continual Learning

29 May 2025
Mao-Lin Luo
Zi-Hao Zhou
Tong Wei
Min-Ling Zhang
    VLM
ArXiv (abs)PDFHTML

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

3 / 3 papers shown
Adaptive Rank, Reduced Forgetting: Knowledge Retention in Continual Learning Vision-Language Models with Dynamic Rank-Selective LoRA
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
CLLKELMVLM
803
16
0
01 Dec 2024
An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuning
An Empirical Study of Catastrophic Forgetting in Large Language Models During Continual Fine-tuningIEEE Transactions on Audio, Speech, and Language Processing (TASLP), 2023
Yun Luo
Zhen Yang
Fandong Meng
Yafu Li
Jie Zhou
Yue Zhang
CLLKELM
749
497
0
17 Aug 2023
CLIP-Adapter: Better Vision-Language Models with Feature Adapters
CLIP-Adapter: Better Vision-Language Models with Feature AdaptersInternational Journal of Computer Vision (IJCV), 2021
Shiyang Feng
Shijie Geng
Renrui Zhang
Teli Ma
Rongyao Fang
Zelong Li
Jiaming Song
Yu Qiao
VLMCLIP
1.2K
1,431
0
09 Oct 2021
1