Building High Resolution Maps for Humanitarian Aid and Development with Weakly- and Semi-Supervised Learning.
Derrick BonafiliaJames GillSaikat BasuDavid YangPublished in: CVPR Workshops (2019)
Keyphrases
- semi supervised learning
- semi supervised
- high resolution
- labeled data
- unlabeled data
- semi supervised classification
- active learning
- supervised learning
- unsupervised learning
- machine learning
- co training
- learning problems
- graph based semi supervised learning
- improve the classification accuracy
- label propagation
- manifold regularization
- training data
- image processing
- data mining
- super resolution
- multi view learning
- unlabeled samples
- labeled examples
- learning models
- labeled and unlabeled data
- information retrieval
- regularization framework
- transfer learning
- machine learning algorithms
- semi supervised learning algorithms
- pairwise
- generative model