Semi-supervised Learning of Facial Attributes in Video.
Neva CherniavskyIvan LaptevJosef SivicAndrew ZissermanPublished in: ECCV Workshops (1) (2010)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- unsupervised learning
- video sequences
- active learning
- machine learning
- facial expressions
- semi supervised classification
- co training
- training data
- semi supervised learning methods
- regularization framework
- manifold regularization
- multimedia
- graph based semi supervised learning
- text classification
- learning models
- face recognition
- improve the classification accuracy
- semi supervised learning algorithms
- multi instance learning
- transfer learning
- label propagation
- domain adaptation
- unlabeled samples
- graph construction
- labeled and unlabeled data
- data points
- information retrieval