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Found 2 papers, 1 papers with code
When does CLIP generalize better than unimodal models? When judging human-centric concepts
We compare CLIP’s visual stream against two visually trained networks and CLIP’s textual stream against two linguistically trained networks, as well as multimodal combinations of these networks.
Does language help generalization in vision models?
Vision models trained on multimodal datasets can benefit from the wide availability of large image-caption datasets.
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