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News/SUMO: Segment and Track Any Motion with Nonlinear State Space Models
arxiv
PublishedJune 30, 2026 at 4:00 AM
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SUMO: Segment and Track Any Motion with Nonlinear State Space Models

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arXiv:2606.29861v1 Announce Type: cross Abstract: Visual Object Tracking (VOT) and Moving Object Segmentation (MOS) are two fundamental tasks in computer vision that involve both spatial and temporal object dynamics. Existing methods rely predominantly on visual cues and thus often falter in real-wo

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