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Ming-Yang Wu

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Preprint Aug 2026

AVCap: Reinforcing Audio-Video Joint Caption with Detail-Aware Reward

Detailed audio-video joint captioning is essential for multimodal video understanding and generation. However, prior works are constrained by three main limitations: (1) the scarcity of high-quality public datasets with fine-grained audio-visual joint captions; (2) reinforcement-learning methods that rely on coarse rew...

Ming-Yang Wu, Kai-Tuo Feng, Bohao Li et al. · 0 citations
Jul 2026

Visko Orbis 1.0: A Live Model for Real-Time Interactive Long Video Generation

Visko Orbis 1.0 achieves the best DOVER aesthetic and technical scores and the best VideoAlign visual and motion quality, and leads three physical-plausibility protocols (VideoPhy-2, Physics-IQ, and VBench-2.0 Physics); in long-form Arena comparisons, it obtains the highest overall-preference and temporal-stability rat...

Xiang-Bo Gao, Siyuan Yang, Ping He et al. · 5 citations

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