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Author

Xiaoyu Zhou

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#artificial intelligence Preprint Sep 2026

GenNVS: Geometry-enhanced Novel View Synthesis via Disentangled 3D Prior

Single-image novel view synthesis remains challenging because the underlying 3D geometry is highly ambiguous. Recent diffusion-based approaches produce plausible results, but they often struggle to preserve the geometric structure and spatial coherence of foreground objects. We present GenNVS, a framework for geometry-...

Ya-Jiao Xiong, You-Yu Luan, Xiao-Yu Zhou et al. · 0 citations
#machine learning Preprint Jul 2025

RegCL: Compact Continual SAM Adaptation for Visual Grounding in Multi-Sensorial Media

Experiments show that RegCL achieves strong retention and adaptation under domain-incremental learning, outperforming competitive non-replay continual learning and merging baselines, suggesting that RegCL can serve as a compact visual adaptation component for evolving multi-sensorial media pipelines.

Yuan-Chen Shu, Zhiwei Lin, Xiaoyu Zhou et al. · 2 citations

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