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Author

Moxuan Zhao

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Preprint Aug 2026

GeoBridge: Decoupled Semantic Conditioning for Generative Image Geolocalization

Multimodal large language models (MLLMs) have advanced image geolocalization mainly by improving how they reason about geographic cues. How that reasoning isdecoded into coordinates, however, has lagged behind. Predicting a place name for a geocoding API is discrete and lossy: it ignores image evidence and collapses mu...

Zhi-Yang Dou, Xumeng Han, Feng-De Peng et al. · 0 citations

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