Task-Aware Variational Adversarial Active Learning.
Kwan-Young KimDongwon ParkKwang In KimSe Young ChunPublished in: CoRR (2020)
Keyphrases
- active learning
- image segmentation
- semi supervised
- annotation effort
- training examples
- label noise
- selective sampling
- random sampling
- supervised learning
- machine learning
- learning process
- imbalanced data classification
- learning algorithm
- training set
- semi supervised learning
- multi agent
- variational methods
- methods in computer vision
- neural network
- batch mode active learning
- pool based active learning
- unlabeled data
- experimental design
- variational framework
- image processing
- numerical algorithms
- rare class
- optical flow