Semi-Supervised Active Learning with Temporal Output Discrepancy.
Siyu HuangTianyang WangHaoyi XiongJun HuanDejing DouPublished in: CoRR (2021)
Keyphrases
- semi supervised
- active learning
- semi supervised learning
- labeled data
- unlabeled data
- supervised learning
- pool based active learning
- labeled examples
- multi view
- spatio temporal
- temporal constraints
- training set
- temporal data
- metric learning
- unsupervised learning
- semi supervised clustering
- random sampling
- temporal reasoning
- co training
- pairwise constraints
- label propagation
- pairwise
- temporal evolution
- semi supervised classification
- learning process
- spatial and temporal
- selective sampling
- learning algorithm
- relevance feedback
- active learning strategies
- temporal dimension
- batch mode
- temporal information
- labeled and unlabeled data
- incremental learning
- data mining
- learning strategies
- prior knowledge
- machine learning