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Then we learned appearance features to represent any object by training feature learning networks. We ensemble several models for improving detection and feature representation. ... We extend the classical tracking-by-detection paradigm to this tracking-any-object task. Solid detection results are first extracted from TAO dataset. ... for any category of objects. ...arXiv:2101.08040v2 fatcat:myvig7rmaffkxp52dvg5f2kerq