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Author

Hang Zhang

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#machine learning Preprint Sep 2026

LiveProBench: Can Streaming Video Models Really Interact Like Humans?

LiveProBench is introduced, which evaluates models at one-second stream intervals without an explicit response cue, revealing a substantial gap in the temporal decision-making required for human-like interaction.

Kai-Xuan Du, Xin Wan, Hang Zhang et al. · 0 citations
Preprint Sep 2026

EgoSIS: From Factorized Visual Ego-Transitions to Motion-Canonical Spatial Evidence for UAV Reasoning

UAV video question answering requires separating camera motion from changes in the scene, but RGB-only multimodal models receive no explicit, stable reference for that separation. We present EgoSIS, a pose-free adapter that converts RGB-derived bidirectional flow into motion-canonical visual evidence in three stages. F...

Jing-Pu Yang, Feng-Xian Ji, Ming-Xuan Cui et al. · 0 citations

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