Author

Yu-Lan Guo

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Preprint Sep 2026

FAST: Flow Any Scene Transformer

Scaling has become a primary driver of progress in language and vision foundation models, yet its role in precise correspondence matching remains underexplored. In this work, we present Flow Any Scene Transformer (FAST), a scalable correspondence model driven by two key insights. First, we reveal that the query-key pro...

Yong-Jian Zhang, Long-Guang Wang, Zhuo Song et al. · 0 citations

Preprint Aug 2026

Warp-free Cross-view Geo-localization via Feature-space Consensus Mining

A novel joint-view consensus-guided learning framework that entirely bypasses explicit geometric warping and dynamically mine and adaptively strengthen a semantic consensus directly within the feature space to resolve feature heterogeneity among the single and joint-view streams.

Zhuo Song, Lian Xu, Runqing Jiang et al. · 1 citation