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Preprint Sep 2026

When to Retrieve, When to Stay: Uncertainty-Aware Temporal Evidence Allocation for Streaming Video-LLMs

Streaming video understanding requires Video Large Language Models (Video-LLMs) to reason over continuous visual streams under causal constraints. As the visual history grows, a bounded visual?processing budget requires evidence selection that balances temporal recency with query relevance. Recent-only selection exclud...

Xiang Hu, Jia-Zuo Yu, Lu Zhang et al. · 0 citations
Jul 2026

TFNet: a triple-fusion network for multispectral pedestrian detection

Extensive experiments conducted on the public multispectral pedestrian detection KAIST dataset show that TFNet outperforms existing state-of-the-art algorithms and achieves a steady and substantial reduction in miss rate on the occlusion subset and multiscale subset.

Chao-Wen Chai, Yan-Ni Wang, Xiang Hu et al. · 0 citations

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