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Shi-Yin Lin

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Book Open access Nov 2026

DraftMind: Efficient Video Understanding in Vision-Language Models via Chain of Draft

Large vision-language models (LVLMs) such as Qwen-VL series have demonstrated strong capabilities in visual understanding and reasoning, particularly for static images. However, extending them to video reasoning remains computationally expensive, often incurring substantial latency and token usage under conventional Ch...

Zhao-Yang Wei, Wen-Chao Ding, Chen-Hui Qiang et al. · 0 citations
Book Open access Nov 2026

DraftMind: Efficient Video Understanding in Vision-Language Models via Chain of Draft

Large vision-language models (LVLMs) such as Qwen-VL series have demonstrated strong capabilities in visual understanding and reasoning, particularly for static images. However, extending them to video reasoning remains computationally expensive, often incurring substantial latency and token usage under conventional Ch...

Zhao-Yang Wei, Wen-Chao Ding, Chen-Hui Qiang et al. · 0 citations

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