Author

Shaoyu Chen

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Preprint Sep 2026

Multimodal Flow: Unified Flow Modeling of Language and Vision in Embedding Spaces

We present Multimodal Flow, a fully continuous generative model of language and vision. Most unified multimodal models either model both language and quantized images as discrete tokens or combine discrete language prediction with continuous image generation. The former introduces a visual quantization bottleneck. The...

Hong-Yuan Tao, Xing-Gang Wang, Liang-Hui Zhu et al. · 0 citations

Preprint Aug 2026

Stream Forcing: Constructing Unified Training Trajectory for Robust Streaming Video Generation

This work reformulates the video diffusion sampling as a frame-indexed stochastic process over noise levels, and constructs a continuous training trajectory along which the sampling schedule progressively evolves from independent sampling to inference-consistent sampling.

Yueting Zhu, Yuehao Song, Kaichen Zhang et al. · 0 citations