{
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    "CNRS, University Paris 1 Pantheon-Sorbonne."
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      "name": "Lingjie Yi"
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      "name": "Raphael Douady"
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      "name": "Chao Chen"
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  "bibtex": "https://research.draconitic.com/paper/fcpddmjpdgmf9.bib",
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  "fulltext_url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC13729033/",
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  "published": "2026-11-04",
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  "subjects": [],
  "title": "The Convergent Representation of Contrastive Vision-Language Models: Geometry, Modality Gap and Shared Space Alignment",
  "title_text": "The Convergent Representation of Contrastive Vision-Language Models: Geometry, Modality Gap and Shared Space Alignment",
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  "url": "https://research.draconitic.com/paper/fcpddmjpdgmf9",
  "venue": "Proceedings of machine learning research",
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