Yuanfan Zheng

2 accepted papers

2026

Seeing Beyond: Extrapolative Domain Adaptive Panoramic Segmentation

Yuanfan Zheng, Kunyu Peng, Xu Zheng, Kailun Yang

CVPR 2026

Cross-domain panoramic semantic segmentation has attracted growing interest as it enables comprehensive 360^ \circ scene understanding for real-world applications. However, it remains particularly challenging due to severe geometric Field of View (FoV) distortions and inconsistent open-set semantics

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2025

Universal Domain Adaptive Object Detection via Dual Probabilistic Alignment

Yuanfan Zheng, Jinlin Wu, Wuyang Li, Zhen Chen

AAAI 2025technical

Domain Adaptive Object Detection (DAOD) transfers knowledge from a labeled source domain to an unannotated target domain under closed-set assumption. Universal DAOD (UniDAOD) extends DAOD to handle open-set, partial-set, and closed-set domain adaptation. In this paper, we first unveil two issues: do…

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