Shubo Lin — accepted AI-conference papers

2025

SSTrack: Sample-interval Scheduling for Lightweight Visual Object Tracking

Yutong Kou, Shubo Lin, Liang Li, Bing Li, Weiming Hu, Jin Gao

IJCAI 2025

In recent years, CPU real-time object tracking has gained significant attention due to its broad applications such as UAV-tracking. To maintain computational efficiency, most existing CPU real-time object trackers rely on lightweight backbones and employ a single initial template image without inter

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2025

SynCL: A Synergistic Training Strategy with Instance-Aware Contrastive Learning for End-to-End Multi-Camera 3D Tracking

Shubo Lin, Yutong Kou, Zirui Wu, Shaoru Wang, Bing Li, Weiming Hu +1

NeurIPS 2025poster

While existing query-based 3D end-to-end visual trackers integrate detection and tracking via the *tracking-by-attention* paradigm, these two chicken-and-egg tasks encounter optimization difficulties when sharing the same parameters. Our findings reveal that these difficulties arise due to two inher…

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