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cs.CV2026
PUGS: Physics-Guided Uncertainty Modeling for Underwater Dynamic 3D Gaussian Splatting
Tingjun Li, Yuxi Wang, Guoqiang Zhong +1
Dynamic 3D Gaussian Splatting (3DGS) provides an efficient framework for dynamic scene reconstruction. Most existing approaches model scene dynamics with deterministic deformation…
cs.CV2026
Ocean4D: Generative Underwater 4D Reconstruction via Medium-Aware Video Diffusion
Yuqiang Huang, Yuxi Wang, Junyu Dong +1
Underwater 4D reconstruction remains challenging due to the coupling between degraded light transport in participating media and dynamic water variations. Most existing Methods are…