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Author

Chuanxia Zheng

2 papers indexed here

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Preprint Oct 2026

CorrFlow: Self-Correcting Flow Matching

Flow-matching models generate samples through iterative velocity predictions, but typically do not revisit these predictions using the intermediate representations that produced them. We introduce CorrFlow, a self-correcting flow-matching framework that reuses this information through a lightweight refiner. Under recti...

Hang-Wei Zhang, Nathan Rouillé, Chuanxia Zheng · 0 citations
#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

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