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Yongsheng Yuan

2 accepted papers

2025

CAT: A Unified Click-and-Track Framework for Realistic Tracking

ICCV 2025poster

Modern visual trackers have achieved robust performance with precisely initialized target bounding boxes. However, providing high-precision initial annotations is a process both labor-intensive and error-prone in real-world scenarios. Interactive initialization (e.g., click-based, scribble-based) pr…

2025

Efficient Motion Prompt Learning for Robust Visual Tracking

ICML 2025poster

Due to the challenges of processing temporal information, most trackers depend solely on visual discriminability and overlook the unique temporal coherence of video data. In this paper, we propose a lightweight and plug-and-play motion prompt tracking method. It can be easily integrated into existin…