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Precision at Scale: Domain-Specific Datasets On-Demand

Rodríguez-de-Vera, Jesús M et al.
arXiv (All) · Papers
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artificial-intelligencecomputer-vision-and-pattern-recognitioni-2-1i-2-10i-5-4
In the realm of self-supervised learning (SSL), conventional wisdom has gravitated towards the utility of massive, general domain datasets for pretraining robust backbones. In this paper, we challenge this idea by exploring if it is possible to bridge the scale between general-domain datasets and (t
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