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Zero-shot Active Learning Using Self Supervised Learning

Published in arXiv (Cornell University) • Jan 3, 2024
NobleIDNI2P10W35R36S40
Authors:
Abhιshek Sinha
,
Shreya Singh

Abstract

Deep learning algorithms are often said to be data hungry. The performance of such algorithms generally improve as more and more annotated data is fed into the model. While collecting unlabelled data is easier (as they can be scraped easily from the internet), annotating them is a tedious and expens...

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