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cs.CV2026
Dual Feature Decoupling for Fine-Grained OOD Detection
Xiaokun Li, Yaping Huang, Qingji Guan
Out-of-distribution detection (OOD) is an indispensable technique when applying machine learning models to real-world scenarios. Most existing OOD detection methods have been devel…
cs.CV2026
Enhancing Gaze Reasoning in Vision Foundation Models for Gaze Following
Shijing Wang, Yaping Huang, Chaoqun Cui +4
Gaze following requires both scene understanding and gaze reasoning to localize the gaze target of an in-scene person. Recently, vision foundation models (VFMs) have demonstrated s…