Author

Jun-Ning Qiu

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Preprint Sep 2026

TempoGround: State-Aware Streaming Visual Grounding with Vision-Language Models

A VLM-native framework that detects cross-frame object correspondence and explicitly models object presence states, thereby enabling accurate and consistent visual grounding under streaming inputs, and introduces Streaming Grounding Reinforcement (SGR), which optimizes TempoGround with verifiable Grounding, Identity, a...

Le-Qian Ding, Jun-Ning Qiu, Man-Wen Yang et al. · 0 citations