Author

Baihua Xiao

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Aug 2026

Cloud imagery generation by physics-inspired motion-constrained diffusion networks

This work provides a robust and efficient novel approach for integrating generative models with physical constraints to achieve high-quality spatiotemporal forecasting.

Mei Kang, Yuanping Zhu, Baihua Xiao · International Journal of Mac... · 0 citations

Open access Aug 2026

Stochastic human trajectory prediction via interaction-aware diffusion model

The Interaction-Aware Diffusion Model (IADM) is proposed, a novel diffusion-based framework considering both human motions and surrounding scene layout by treating the social and scene interactions as conditions in the parameterized reverse Markov chain.

Zhong Zhang, Nuoran Wang, Song Gao et al. · PeerJ Computer Science · 0 citations