Semi-Supervised Active Learning with Temporal Output Discrepancy.
Siyu HuangTianyang WangHaoyi XiongJun HuanDejing DouPublished in: ICCV (2021)
Keyphrases
- semi supervised
- active learning
- semi supervised learning
- labeled data
- unlabeled data
- spatio temporal
- supervised learning
- unsupervised learning
- labeled examples
- co training
- pairwise
- multi view
- pool based active learning
- learning strategies
- semi supervised clustering
- semi supervised classification
- pairwise constraints
- temporal relations
- temporal information
- metric learning
- temporal constraints
- spatial and temporal
- machine learning
- temporal dimension
- learning algorithm
- temporal reasoning
- incremental learning
- temporal data
- experimental design
- temporal databases
- space time
- training examples
- learning process
- temporal patterns
- label propagation
- input data
- constrained clustering