Cost-Efficient Multi-Instance Multi-Label Active Learning Via Correlation of Features.
Guoliang SuZhangquan WuYujia YeMaoxing ChenJun ZhouPublished in: ICIP (2023)
Keyphrases
- multi instance
- multi label
- cost efficient
- single instance
- active learning
- multi instance learning
- real valued
- text categorization
- multi label classification
- class labels
- graph cuts
- semi supervised learning
- image classification
- binary classification
- learning tasks
- image annotation
- multi label learning
- text classification
- feature vectors
- feature set
- image features
- multiple labels
- multi class
- training examples
- unlabeled data
- learning problems
- prior knowledge
- labeled data
- small number
- transfer learning
- markov random field
- object segmentation
- object recognition
- classification accuracy
- learning process