Paper "low-rank adaptation" Papers

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A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapter

Zirun Guo, Xize Cheng, Yangyang Wu et al.

AAAI 2025paperarXiv:2412.08979
3
citations

Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation

Jiaqi Huang, Zunnan Xu, Ting Liu et al.

AAAI 2025paperarXiv:2501.08580
21
citations

RILQ: Rank-Insensitive LoRA-Based Quantization Error Compensation for Boosting 2-Bit Large Language Model Accuracy

Geonho Lee, Janghwan Lee, Sukjin Hong et al.

AAAI 2025paperarXiv:2412.01129
5
citations

Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning

Subhabrata Dutta, Ishan Pandey, Joykirat Singh et al.

AAAI 2024paperarXiv:2312.05571
7
citations

LAMPAT: Low-Rank Adaption for Multilingual Paraphrasing Using Adversarial Training

Khoi M. Le, Trinh Pham, Tho Quan et al.

AAAI 2024paperarXiv:2401.04348
11
citations