Samuel Church

TrackVerse: A Large-Scale Object-Centric Video Dataset for Image-Level Representation Learning

Video data inherently captures rich, dynamic contexts that reveal objects in varying poses, interactions, and state transitions, offering rich potential for unsupervised object representation learning. However, most prior representation learning methods rely on static image datasets like ImageNet, w…