S4-Crowd: Semi-Supervised Learning with Self-Supervised Regularisation for Crowd Counting.
Haoran DuanYu GuanPublished in: CoRR (2021)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- unsupervised learning
- supervised learning
- semi supervised classification
- active learning
- co training
- label propagation
- machine learning
- training data
- manifold regularization
- learning problems
- regularization framework
- pattern recognition
- labeled examples
- graph based semi supervised learning
- learning models
- semi supervised learning algorithms
- transductive support vector machine
- pairwise
- transfer learning
- model selection
- dimensionality reduction
- improve the classification accuracy
- data analysis
- semi supervised learning methods
- image segmentation
- decision trees
- computer vision