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Author

Zijie Wang

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Preprint Sep 2026

SPOON: Towards Coherent Compositional 3D Scene Generation from Uncalibrated Multi-view Images

Compositional 3D scene generation aims to recover complete 3D object shapes and their spatial arrangement from visual observations. Recent image-conditioned 3D generators provide strong priors for producing high-quality object geometry, making the generation of complex scenes increasingly practical. A central challenge...

Gui-Biao Liao, M. Xiang, Heng Li et al. · 0 citations
Jul 2026

ARDepth: Auto-regressive Monocular Depth Estimation with Progressive Visual Conditioning

Diffusion models have recently become the dominant paradigm for monocular depth estimation (MDE). However, they implicitly assume that depth can be recovered as a globally smooth field through iterative denoising, which does not explicitly reflect the piecewise and scale-dependent organization of scene geometry. In pra...

Zijie Wang, Wei Zhang, Wei-Ming Zhang et al. · 0 citations

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