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cs.CV2024
Compositional Entailment Learning for Hyperbolic Vision-Language Models
Avik Pal, Max van Spengler, Guido Maria D'Amely di Melendugno +3
Image-text representation learning forms a cornerstone in vision-language models, where pairs of images and textual descriptions are contrastively aligned in a shared embedding spa…
cs.CV2024
In-Context Learning Improves Compositional Understanding of Vision-Language Models
Matteo Nulli, Anesa Ibrahimi, Avik Pal +2
Vision-Language Models (VLMs) have shown remarkable capabilities in a large number of downstream tasks. Nonetheless, compositional image understanding remains a rather difficult ta…