HANCLIP restructures VLM embeddings with hyperbolic space and angular negation objectives to raise negation sensitivity on NegBench while keeping standard retrieval and classification performance.
Negation-aware test- time adaptation for vision-language models.arXiv preprint arXiv:2507.19064, 2025
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HANCLIP: A Family of Hyperbolic Angular Negation Vision Language Models
HANCLIP restructures VLM embeddings with hyperbolic space and angular negation objectives to raise negation sensitivity on NegBench while keeping standard retrieval and classification performance.