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Author

Chen Gao

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Preprint Sep 2026

Can MiniMax-H3 Reason About the Physical World? An Evaluation of Omni-Modal Generative Model

Recent Omni-Modal Generative Models (Omni-Models) have advanced content generation toward unified modeling of text, images, video, and audio. MiniMax-H3 exemplifies this transition by combining multimodal context understanding with joint audio-visual generation in a shared latent framework. Its unified architecture rai...

Hao-Yu Zhao, Zi-Hao Zhao, Tian-Yuan Deng et al. · 0 citations
Review Open access Aug 2026

Reinforcement Learning for Multimodal Foundation Models: A Survey

A coherent map of the rapidly expanding landscape of visual RL is provided to provide researchers and practitioners with a coherent map of the rapidly expanding landscape of visual RL and to highlight promising directions for future inquiry.

Weijia Wu, Chen Gao, Joya Chen et al. · 0 citations

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