A Channel-ensemble Approach: Unbiased and Low-variance Pseudo-labels is Critical for Semi-supervised Classification.
Jiaqi WuJunbiao PangBaochang ZhangQingming HuangPublished in: CoRR (2024)
Keyphrases
- low variance
- semi supervised classification
- real valued
- semi supervised
- pairwise constraints
- semi supervised learning
- unlabeled data
- labeled data
- training data
- naive bayes
- class labels
- pairwise
- active learning
- training examples
- training set
- data sets
- k nearest neighbor
- multi view
- text classification
- loss function
- supervised learning
- cross validation
- transfer learning
- object recognition
- data representation
- supervised classification
- support vector machine
- decision trees
- data mining