Communication-Efficient Federated Learning for UAV Networks with Knowledge Distillation and Transfer Learning.
Yalong LiCelimuge WuZhaoyang DuLei ZhongTsutomu YoshinagaPublished in: GLOBECOM (2023)
Keyphrases
- transfer learning
- knowledge transfer
- transfer knowledge
- learning tasks
- transferring knowledge
- reinforcement learning
- previously learned
- multi task learning
- multi task
- knowledge sharing
- active learning
- prior knowledge
- learning algorithm
- learning problems
- background knowledge
- domain adaptation
- previously acquired
- semi supervised learning
- labeled data
- learning process
- multi view learning
- knowledge acquired
- databases
- source domain
- domain knowledge
- data sets
- multiple tasks
- previously unseen
- domain specific
- supervised learning
- bayesian networks
- knowledge base
- cross domain learning