Exploiting Unlabeled Data with Vision and Language Models for Object Detection.
Shiyu ZhaoZhixing ZhangSamuel SchulterLong ZhaoB. G. Vijay KumarAnastasis StathopoulosManmohan ChandrakerDimitris N. MetaxasPublished in: ECCV (9) (2022)
Keyphrases
- language model
- unlabeled data
- object detection
- labeled data
- semi supervised learning
- semi supervised
- computer vision
- language modeling
- active learning
- n gram
- co training
- training data
- text classification
- probabilistic model
- labeled and unlabeled data
- query expansion
- information retrieval
- supervised learning
- training set
- text categorization
- test collection
- data points
- mixture model
- learning algorithm
- retrieval model
- training examples
- class labels
- label propagation
- image understanding
- smoothing methods
- multi class
- machine learning
- object recognition
- pairwise
- similarity measure
- decision trees
- cross lingual
- naive bayes classifier
- prior knowledge
- support vector machine