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Boxue Yang

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Learning to Reason with Persistent Object States for Video Instance Segmentation

Yongxue Xu, Boxue Yang, Ziqian Liu وآخرون · 2026

Video segmentation models maintain object identities by carrying instance information across frames. Under prolonged occlusion, reappearance, or interactions between similar instances, however, an unreliable update can overwrite a valid history and cause persistent identity drift. We introduce POSReasoner, a trainable, …

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