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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Qi-Xing Zhao

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Preprint Sep 2026

PLRS-IC: A Dual-Calibration Framework for Chest X-Ray Vision-Language Alignment

Fine-grained vision-language alignment in chest radiography enables zero-shot classification, grounding, and segmentation without task-specific annotations. However, this alignment is fundamentally hindered by two intertwined sources of ambiguity: projection-induced visual mismatch and patient-agnostic semantic overlap...

Qi-Xing Zhao, Jin-Peng Li · 0 citations

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