Precipitation nowcasting using transformer-based generative models and transfer learning for improved disaster preparedness.
Md. Jalil PiranXiaoding WangHo Jun KimHyun-Han KwonPublished in: Int. J. Appl. Earth Obs. Geoinformation (2024)
Keyphrases
- transfer learning
- generative model
- hierarchical bayesian model
- learning tasks
- labeled data
- discriminative models
- probabilistic model
- semi supervised learning
- semi supervised
- prior knowledge
- knowledge transfer
- cross domain
- discriminative learning
- structure learning
- active learning
- machine learning
- em algorithm
- reinforcement learning
- multi task
- text categorization
- collaborative filtering
- transfer knowledge
- parameter learning
- unlabeled data
- data sets
- target domain
- latent dirichlet allocation
- data mining
- knowledge discovery
- cross lingual
- topic models
- domain specific
- training set
- conditional random fields
- pairwise
- text classification
- text mining
- multi class