FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence.

Kihyuk Sohn David Berthelot Nicholas Carlini Zizhao Zhang Han Zhang Colin Raffel Ekin Dogus Cubuk Alexey Kurakin Chun-Liang Li

Published in: NeurIPS (2020)

Keyphrases

semi supervised learning
semi supervised
unlabeled data
labeled data
unsupervised learning
active learning
supervised learning
learning problems

graph based semi supervised learning
semi supervised classification
co training
training data
machine learning
manifold regularization
semi supervised learning algorithms

labeled examples
label propagation
high confidence
information retrieval
learning models
regularization framework
domain adaptation

graph construction
improve the classification accuracy
computer vision
semi supervised learning methods
data mining
knowledge discovery
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