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

This work introduces ARDepth, which formulates depth estimation as structured auto-regressive generation, and produces structurally consistent depth predictions across scales, validating auto-regressive generation as a promising alternative paradigm for geometric modeling.

Zi-Jie Wang, Wei Zhang, Weiming Zhang et al. · arXiv.org · 0 citations