Local Manifold Regularization for Knowledge Transfer in Convolutional Neural Networks.
Ilias TheodorakopoulosFoteini FotopoulouGeorge EconomouPublished in: IISA (2020)
Keyphrases
- knowledge transfer
- manifold regularization
- convolutional neural networks
- semi supervised learning
- transfer learning
- semi supervised
- semi supervised classification
- unlabeled data
- dimension reduction
- labeled data
- knowledge sharing
- matrix completion
- nonnegative matrix factorization
- data dependent
- labeled and unlabeled data
- learning tasks
- cross domain
- active learning
- supervised learning
- text categorization
- domain adaptation
- machine learning
- unsupervised learning
- feature space
- reproducing kernel hilbert space
- data sets
- pairwise
- information retrieval
- knowledge discovery