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cs.CV2025
RefOnce: Distilling References into a Prototype Memory for Referring Camouflaged Object Detection
Yu-Huan Wu, Zi-Xuan Zhu, Yan Wang +2
Referring Camouflaged Object Detection (Ref-COD) segments specified camouflaged objects in a scene by leveraging a small set of referring images. Though effective, current systems…
cs.CV2025
GAPNet: A Lightweight Framework for Image and Video Salient Object Detection via Granularity-Aware Paradigm
Yu-Huan Wu, Wei Liu, Zi-Xuan Zhu +3
Recent salient object detection (SOD) models predominantly rely on heavyweight backbones, incurring substantial computational cost and hindering their practical application in vari…