Semi-Supervised Learning for Seismic Impedance Inversion Using Generative Adversarial Networks.
Bangyu WuDelin MengHaixia ZhaoPublished in: Remote. Sens. (2021)
Keyphrases
- semi supervised learning
- discriminative models
- semi supervised
- unsupervised learning
- labeled data
- unlabeled data
- supervised learning
- training data
- semisupervised learning
- active learning
- machine learning
- manifold regularization
- semi supervised classification
- generative model
- learning models
- semi supervised learning methods
- semi supervised learning algorithms
- label propagation
- co training
- improve the classification accuracy
- graph based semi supervised learning
- social networks
- network analysis
- network structure
- image reconstruction
- pairwise constraints
- learning tasks
- unlabeled samples
- complex networks
- regularization framework
- transfer learning
- training examples
- data points
- pairwise