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Siyuan Yao

2 papers indexed

arxivcs.CV2026-07-01

SFDATrack: Generalized Source-Free Domain Adaptive Tracking Under Adverse Weather Conditions

Siyuan Yao, Ziqi Wang, Ruiqi Yu, Junqi Huang, Wenqi Ren, Xiaochun Cao

Domain adaptive visual object tracking under adverse weather conditions has garnered significant attention in recent years. Despite the impressive performance, existing methods heavily rely on the large-scale video frames from both source and target domains, which is impractical…

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arxivcs.CV2026-06-27

Adaptive Spectrum-Aware Feature Disentangled Network for Small Object Detection

Yang Guo, Zihan Yang, Feifei Kou, Yulan Hu, Ran Zhang, Siyuan Yao

Small Object Detection (SOD) is a fundamental yet challenging problem in computer vision due to its limited spatial resolution and weak visual cues. Although recent approaches have achieved remarkable advances, the background distractors in different frequency spectra still degra…

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