Author

Bingze Song

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Preprint Aug 2026

DreamX-Creator: Democratizing Native Audio-Video Generation at 2K Resolution

By releasing the compact 7B generator and 2K Refiner, this work seeks to democratize native audio-video generation and provide an accessible foundation for future research in unified audio-video generative modeling.

Jia-Shu Zhu, Yan-Hao Zheng, Rui Tian et al. · 0 citations

Jul 2026

Learning Explicit Physical Parameter Control and Benchmarking for Video Generation

PhyParam is presented, a physics-guided image-to-video diffusion model that conditions on object-level forces, masses, friction, restitution, and scene-level gravity via a lightweight physical-attention routing mechanism, and further improves motion learning with semantic-structural feature-space supervision.

Yan-Xun Li, Hao Wen, Bingze Song et al. · arXiv.org · 0 citations