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Ming-Shen Sun

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#computer vision Preprint Oct 2026

Controllable Multi-label Video Safety Detection via Adaptive Tversky Policy Optimization

Adaptive Tversky Policy Optimization (ATPO) is proposed, a reinforcement learning framework for Multi-label Video Safety Detection (Multi-VSD), which introduces the Adaptive Tversky Reward (ATR), which dynamically adjusts false-positive and false-negative penalties during training to enable controllable precision-recal...

Guang-Yu Yang, Jing-Biao Mei, Ming-Shen Sun et al. · 0 citations

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