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cs.CV2024★ 1 cited
SuperLoRA: Parameter-Efficient Unified Adaptation of Multi-Layer Attention Modules
Xiangyu Chen, Jing Liu, Ye Wang +4
Low-rank adaptation (LoRA) and its variants are widely employed in fine-tuning large models, including large language models for natural language processing and diffusion models fo…
cs.CV2023
MOFA: A Model Simplification Roadmap for Image Restoration on Mobile Devices
Xiangyu Chen, Ruiwen Zhen, Shuai Li +2
Image restoration aims to restore high-quality images from degraded counterparts and has seen significant advancements through deep learning techniques. The technique has been wide…