Author

Yuxi Wang

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Preprint Oct 2026

PUGS: Physics-Guided Uncertainty Modeling for Underwater Dynamic 3D Gaussian Splatting

PUGS learns inherent uncertainty induced by underwater image formation and leverages it as a physical signal for dynamic scene modeling, and proposes uncertainty stochastic annealing and a dual-path self-consistency distillation objective, converting stochastic exploration to deterministic reconstruction while preservi...

Ting-Jun Li, Yu-Xi Wang, Guo-Qiang Zhong et al. · 0 citations

Open access Sep 2026

TDKG: Text-Guided Domain Knowledge Generalization with Cross-Modal Feature Alignment

Domain generalization (DG) attempts to generalize a model trained on single or multiple source domains to an unseen target domain. Motivated by the transferability of vision-language pretrained models, we argue that text can provide complementary semantic cues for domain generalization. In this paper, we develop a Text...

Si-Lei Shen, Jing-Yi Zhang, Yuxi Wang et al. · Electronics · 0 citations