Discriminative Regularization with Conditional Generative Adversarial Nets for Semi-Supervised Learning.
Qianqian XieMin PengJimin HuangBin WangHua WangPublished in: IJCNN (2019)
Keyphrases
- semi supervised learning
- discriminative models
- regularization framework
- manifold regularization
- semi supervised
- unsupervised learning
- unlabeled data
- labeled data
- multi view learning
- supervised learning
- semi supervised classification
- generative model
- machine learning
- learning problems
- discriminative learning
- training data
- transfer learning
- label propagation
- active learning
- graph laplacian
- co training
- domain adaptation
- semi supervised learning algorithms
- graph based semi supervised learning
- unlabeled samples
- multiple kernel learning
- learning algorithm
- text classification
- prior knowledge