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Author

Awais Ahmad

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Open access 2026

Domain-Adaptive Vision–Language Learning for Semantic Remote Sensing Image–Text Retrieval

Results show that label-only remote sensing supervision can strengthen scene-level semantic retrieval, but can also introduce directional negative transfer when the auxiliary labels lack caption-level spatial and compositional detail.

A. Zaheer, Awais Ahmad, Sohail Jabbar et al. · 0 citations

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