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Thrust of Artificial Intelligence, HKUST (Guangzhou)
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Q-Gate dynamically optimizes keyframe selection by intelligently routing attention based on query intent, outperforming traditional methods that struggle with modality noise.
Ground-truth labels don't improve LLM reasoning, but building a consensus-based knowledge graph of reasoning steps does, boosting accuracy by 10%+.
