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Toward Label-Efficient Neural Network Training: Diversity-Based Sampling in Semi-Supervised Active Learning.
Felix Buchert
Nassir Navab
Seong Tae Kim
Published in:
IEEE Access (2023)
Keyphrases
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semi supervised
active learning
neural network training
random sampling
semi supervised learning
labeled data
unlabeled data
training algorithm
machine learning
pairwise
selective sampling
unlabeled instances
learning algorithm
supervised learning