Few-shot Object Detection as a Semi-supervised Learning Problem.
Werner BailerHannes FassoldPublished in: CBMI (2022)
Keyphrases
- semi supervised learning
- object detection
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- object class
- machine learning
- manifold regularization
- computer vision
- training data
- unsupervised learning
- semi supervised classification
- object categories
- multi class
- improve the classification accuracy
- regularization framework
- co training
- label propagation
- pascal voc
- semi supervised learning methods
- visual features
- object recognition
- graph construction
- graph based semi supervised learning
- labeled and unlabeled data
- transfer learning
- pattern recognition
- active learning
- semi supervised learning algorithms
- domain adaptation
- multi view
- image classification
- decision trees
- information extraction