Improving the Transferability of Deep Learning Models for Crop Yield Prediction: A Partial Domain Adaptation Approach.
Yuchi MaZhengwei YangQunying HuangZhou ZhangPublished in: Remote. Sens. (2023)
Keyphrases
- learning models
- domain adaptation
- semi supervised learning
- labeled data
- semi supervised
- unlabeled data
- loss function
- machine learning algorithms
- machine learning
- multiple sources
- learning algorithm
- transfer learning
- cross domain
- supervised learning
- learning problems
- co training
- classification models
- learning tasks
- sentiment classification
- target domain
- test data
- training data
- active learning
- document classification
- unsupervised learning
- conditional random fields
- knowledge discovery
- image segmentation
- data sets
- reinforcement learning
- data sources