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Shih-Fang Chen and Yen-Yu Lin are with the Department of Computer Science, National Yang Ming Chiao Tung University (Corresponding author: Y-Y Lin). Jun-Cheng Chen is with the Research Center for Information Technology Innovation, Academia Sinica. I-Hong Jhuo is with Microsoft AI
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By predicting tracking models rather than image features, GOT-JEPA unlocks more robust object tracking, even when objects are heavily occluded or the environment is dynamic.