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geometric representation 1hierarchy 1hyperbolic embeddings 1model auditing 1vision-language models 1

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1 paper

cs.CV2026

Is the Geometry Doing the Work? An Operating-Point Audit of Hierarchy in Hyperbolic Vision-Language Models

Jaeyoung Kim, Eunseok Kim, Dongsuk Jang

The paper audits several hyperbolic vision‑language models to determine whether they truly exploit hyperbolic geometry for hierarchical representation, finding that the models rema…