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Biyin Xu

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FORTE: Adaptive Scoring and Exact Keyframe Selection for Long-Video Question Answering

Haifeng Huang, Biyin Xu, Chunsheng Xin وآخرون · 2026

Query-aware keyframe selection enables multimodal large language models (MLLMs) to process long videos using only a small set of question-relevant frames. Existing score-based methods, however, typically search within a fixed, uniformly sampled candidate pool, preventing evidence outside this pool from ever being selec …

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