Author

Hao Wang

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Preprint Oct 2026

Omni-RS: Unifying Multi-Task Understanding and Generation in Remote Sensing

Practical remote sensing applications often require both understanding and generation capabilities for the same geographic scene. However, most existing methods address either understanding or generation in isolation, while existing unified remote sensing models'generative ability is limited to text-to-image. To bridge...

Pan Yin, Shuai Yang, Yuan-Hao Liu et al. · 0 citations

#artificial intelligence Preprint Aug 2026

PhysWave: Physics-Guided Latent Diffusion Models for Controllable Spatial Audio Generation

PhysWave unifies natural-language and trajectory control through a shared waypoint-caption representation, and augments diffusion training with two differentiable acoustic priors: spherical-harmonic direction consistency and inverse-square distance consistency that help generate spatially consistent FOA audio while mai...

Ling-Feng Yao, Chenpei Huang, Xing-Ke Yang et al. · 0 citations