Navigating Data Heterogeneity in Federated Learning A Semi-Supervised Approach for Object Detection.
Taehyeon KimEric LinJunu LeeChristian LauVaikkunth MugunthanPublished in: CoRR (2023)
Keyphrases
- object detection
- data sets
- data processing
- data sources
- semi supervised
- data analysis
- database
- data collection
- supervised learning
- data quality
- raw data
- training data
- original data
- labeled data
- online learning
- learning process
- data structure
- learning models
- distributed data
- learning tasks
- learning algorithm
- labeled and unlabeled data
- unsupervised learning
- collaborative learning
- multi class
- active learning
- prior knowledge
- reinforcement learning
- high quality
- decision trees