Exploiting Unlabeled Data with Vision and Language Models for Object Detection.
Shiyu ZhaoZhixing ZhangSamuel SchulterLong ZhaoVijay Kumar B. GAnastasis StathopoulosManmohan ChandrakerDimitris N. MetaxasPublished in: CoRR (2022)
Keyphrases
- language model
- unlabeled data
- object detection
- labeled data
- semi supervised learning
- computer vision
- semi supervised
- language modeling
- n gram
- co training
- supervised learning
- active learning
- labeled and unlabeled data
- probabilistic model
- training data
- text categorization
- text classification
- data points
- test collection
- information retrieval
- retrieval model
- query expansion
- class labels
- mixture model
- learning algorithm
- object recognition
- smoothing methods
- training examples
- transfer learning
- machine learning
- prior knowledge
- training set
- image understanding
- text mining
- pairwise