2 papers
cs.CV2026
1%>100%: High-Efficiency Visual Adapter with Complex Linear Projection Optimization
Dongshuo Yin, Xue Yang, Deng-Ping Fan +1
Deploying vision foundation models typically relies on efficient adaptation strategies, whereas conventional full fine-tuning suffers from prohibitive costs and low efficiency. Whi…
cs.CV2025
RefCut: Interactive Segmentation with Reference Guidance
Zheng Lin, Nan Zhou, Chen-Xi Du +2
Interactive segmentation aims to segment the specified target on the image with positive and negative clicks from users. Interactive ambiguity is a crucial issue in this field, whi…