Temporal Output Discrepancy for Loss Estimation-Based Active Learning.
Siyu HuangTianyang WangHaoyi XiongBihan WenJun HuanDejing DouPublished in: IEEE Trans. Neural Networks Learn. Syst. (2024)
Keyphrases
- active learning
- temporal data
- spatio temporal
- semi supervised
- spatial and temporal
- temporal evolution
- estimation algorithm
- temporal information
- supervised learning
- parameter estimation
- training examples
- learning strategies
- data sets
- accurate estimation
- temporal constraints
- selective sampling
- estimation accuracy
- temporal relations
- machine learning
- temporal reasoning
- continuous valued
- learning process
- video sequences
- music emotion classification
- temporal consistency
- temporal analysis
- random sampling
- density estimation
- transfer learning