A Preliminary Study on Deep Transfer Learning Applied to Image Classification for Small Datasets.
Miguel Ángel MolinaGualberto Asencio-CortésJosé C. RiquelmeFrancisco Martínez-ÁlvarezPublished in: SOCO (2020)
Keyphrases
- transfer learning
- image classification
- knowledge transfer
- learning tasks
- machine learning
- cross domain
- labeled data
- transfer knowledge
- target domain
- multi task
- semi supervised learning
- semi supervised
- image features
- active learning
- reinforcement learning
- natural language processing
- unlabeled data
- text categorization
- machine learning algorithms
- pairwise
- feature extraction
- computer vision
- learning algorithm
- real world
- sentiment classification
- domain adaptation
- neural network