Rethinking Pseudo Labels for Semi-supervised Object Detection.
Hengduo LiZuxuan WuAbhinav ShrivastavaLarry S. DavisPublished in: AAAI (2022)
Keyphrases
- semi supervised
- object detection
- label propagation
- fully supervised
- pairwise
- pairwise constraints
- unlabeled samples
- partially labeled
- label information
- labeled examples
- semi supervised learning
- partially labeled data
- labeled data
- unlabeled data
- fully labeled
- face detection
- weakly supervised
- active learning
- multi label classification
- object class
- semi supervised classification
- labeled samples
- computer vision
- object categories
- supervised learning
- generative model
- multi class
- instance level
- pascal voc
- semi supervised clustering
- multi view
- multi label
- object recognition
- small set of labeled
- background subtraction
- scene understanding
- unsupervised learning
- pedestrian detection
- object segmentation
- semantic segmentation
- machine learning
- class labels
- co training
- multiple instance learning
- training data
- metric learning
- labeled and unlabeled data
- text categorization
- training set
- deformable part models
- object classification