Mind the Gap: Polishing Pseudo Labels for Accurate Semi-supervised Object Detection.
Lei ZhangYuxuan SunWei WeiPublished in: AAAI (2023)
Keyphrases
- semi supervised
- object detection
- label propagation
- pairwise
- unlabeled samples
- label information
- computer vision
- semi supervised learning
- pairwise constraints
- partially labeled
- labeled samples
- labeled examples
- face detection
- training data
- supervised learning
- scene understanding
- unlabeled data
- fully supervised
- computationally efficient
- active learning
- multi class
- artificial intelligence
- labeled data
- object categories
- high quality
- learning process
- scene recognition
- generative model
- decision trees
- instance level
- constrained clustering
- semi supervised classification
- high accuracy
- unsupervised learning
- multiple instance learning
- co training
- object segmentation
- pedestrian detection
- cognitive science
- training examples
- text categorization