Milking CowMask for Semi-Supervised Image Classification

26 Mar 2020Geoff FrenchAvital OliverTim Salimans

Consistency regularization is a technique for semi-supervised learning that underlies a number of strong results for classification with few labeled data. It works by encouraging a learned model to be robust to perturbations on unlabeled data... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Semi-Supervised Image Classification ImageNet - 10% labeled data CowMix (ResNet-152) Top 5 Accuracy 91.24% # 6

Methods used in the Paper