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By jointly training a keyframe sampler with an MLLM, MSJoE achieves state-of-the-art accuracy in long-form video understanding while significantly reducing computational cost.
Stop paying for verbose overthinking: BFS-PO slashes LRM output length while simultaneously boosting accuracy.
