Mary-Joy Sidhom

Fix-A-Step: Semi-supervised Learning From Uncurated Unlabeled Data

Semi-supervised learning (SSL) promises improved accuracy compared to training classifiers on small labeled datasets by also training on many unlabeled images. In real applications like medical imaging, unlabeled data will be collected for expediency and thus uncurated: possibly different from the l…