Transfer learning and fine-tuned transfer learning methods' effectiveness analyse in the CNN-based deep learning models.
Celal ÖztürkMurat TasyürekMehmet Ugur TürkdamarPublished in: Concurr. Comput. Pract. Exp. (2023)
Keyphrases
- transfer learning
- learning tasks
- learning models
- machine learning algorithms
- machine learning
- semi supervised learning
- knowledge transfer
- cross domain learning
- labeled data
- cross domain
- reinforcement learning
- active learning
- multi task
- transfer knowledge
- learning algorithm
- text classification
- general purpose
- unlabeled data
- learning problems
- text categorization
- fine tuned
- training set
- similarity measure
- high dimensional
- supervised learning
- neural network