2 papers
cs.CV2026
SCVIB: Editable State-Conditioned Visual Instance Binding for Multi-Turn Personalized Localization
Xiongtai Yang, Ziyan He, Tao Wang
Stored visual evidence can remain unchanged while its relevance to a current request changes with interaction state. To study this state-dependent source relevance, we introduce SC…
cs.CV2026
PISA: A Pseudo-Individual Source-Domain Feature Adaptation Framework for Test-Time Open-Vocabulary Object Detection
Ziyan He, Xiongtai Yang, Tao Wang
Open-vocabulary object detection test-time adaptation (OVOD-TTA) aims to address the performance degradation that pre-trained base models suffer when encountering image-domain shif…