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Author

Qihang Cao

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#artificial intelligence Review Apr 2026

Feed-Forward 3D Scene Modeling: A Problem-Driven Perspective

A proposed taxonomy organizes the research directions into five key problems that drive recent research development: feature enhancement, geometry awareness, model efficiency, augmentation strategies and temporal-aware models, and outlines future directions to address open challenges such as scalability, evaluation sta...

Wei-Jie Wang, Qi-Hang Cao, Sen-Sen Gao et al. · 7 citations
Jul 2026

PixWorld: Unifying 3D Scene Generation and Reconstruction in Pixel Space

PixWorld is introduced, a single model that jointly addresses 3D reconstruction and generation that consistently outperforms prior latent-space generation methods and matches state-of-the-art reconstruction methods, demonstrating the superiority of a unified pixel-space approach.

Sensen Gao, Zhaoqing Wang, Qihang Cao et al. · 2 citations

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