How to Trust Unlabeled Data? Instance Credibility Inference for Few-Shot Learning.

Yikai Wang Li Zhang Yuan Yao Yanwei Fu

Published in: IEEE Trans. Pattern Anal. Mach. Intell. (2022)

Keyphrases

unlabeled data
learning algorithm
supervised learning
active learning
semi supervised learning
labeled data
co training
domain adaptation

labeled and unlabeled data
learning process
semi supervised
prior knowledge
sample selection bias
training data
multi view learning
supervised learning algorithms

positive examples
learning problems
bayesian networks
data mining
text classification
learning tasks
transfer learning
reinforcement learning

data points
unsupervised learning
class labels
information retrieval
statistical queries
dimensionality reduction
labeled instances