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Author

Wentao Hu

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Preprint Sep 2026

FlowAct-R2: Beyond Talking Avatar via Streaming Multimodal References and Proactive Agent Planning

We present FlowAct-R2, a framework for interactive humanoid video generation that combines continuous multimodal control with proactive agent planning. Our method consists of two coupled components. First, a Streaming Multimodal Reference Diffusion Transformer adapts the pretrained Seedance 2.0 Mini reference-to-video...

Zi-Yao Huang, Zheng-Kun Rong, Shi-Yang Qin et al. · 0 citations
Preprint Jul 2026

Beyond the Eye: Efficient Multimodal Reasoning via Self-Regulated Implicit Visual Tools

Recent multimodal large language models (MLLMs) have made remarkable progress on fine-grained perception tasks under the"Thinking with Images"(TwI) paradigm by iteratively performing various visual tool operations. However, this paradigm relies heavily on frequent external tool calls and repeated image re-encoding, whi...

Xiuwei Chen, Quanlin Chen, Wentao Hu et al. · 0 citations

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