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Seifeldin Elkerdany

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#computer vision Preprint Aug 2026

Hyper3-CLIP: Hierarchy-Conditioned Hyperbolic Vision-Language Training

Hyper3-CLIP is presented, a hierarchy-conditioned hyperbolic VLM that combines global, local, and global-local contrastive learning with query-conditioned visual pooling and improves R@5 and R@10 retrieval on COCO and Flickr, as well as multi-label classification on VOC and COCO, while remaining competitive on hierarch...

Matin Mahmood, Antonio Rueda-Toicen, Mohamed ElBassat et al. · 0 citations

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