ShareLoRA: Parameter Efficient and Robust Large Language Model Fine-tuning via Shared Low-Rank Adaptationby Yurun Song,…
Near-Infrared and Low-Rank Adaptation of Vision Transformers in Remote Sensingby Irem Ulku, O. Ozgur Tanriover,…
Enhancing Adversarial Robustness of Vision-Language Models through Low-Rank Adaptationby Yuheng Ji, Yue Liu, Zhicheng Zhang,…
Block-wise LoRA: Revisiting Fine-grained LoRA for Effective Personalization and Stylization in Text-to-Image Generationby Likun Li,…
Matrix-Transformation Based Low-Rank Adaptation (MTLoRA): A Brain-Inspired Method for Parameter-Efficient Fine-Tuningby Yao Liang, Yuwei Wang,…
MedAide: Leveraging Large Language Models for On-Premise Medical Assistance on Edge Devicesby Abdul Basit, Khizar…
ResLoRA: Identity Residual Mapping in Low-Rank Adaptionby Shuhua Shi, Shaohan Huang, Minghui Song, Zhoujun Li,…
Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Spaceby Zongru Wu, Zhuosheng…
MoRAL: MoE Augmented LoRA for LLMs’ Lifelong Learningby Shu Yang, Muhammad Asif Ali, Cheng-Long Wang,…
Higher Layers Need More LoRA Expertsby Chongyang Gao, Kezhen Chen, Jinmeng Rao, Baochen Sun, Ruibo…