LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections.
Muhammad Jehanzeb MirzaLeonid KarlinskyWei LinMateusz KozinskiHorst PosseggerRogério FerisHorst BischofPublished in: CoRR (2023)
Keyphrases
- image collections
- class labels
- training data
- visual features
- image content
- labeled images
- labeling effort
- image search
- image annotation
- multi label
- training set
- training examples
- visual information
- image set
- active learning
- active learner
- image retrieval
- decision trees
- image browsing
- labeled data
- natural language
- training samples
- supervised learning
- image classification
- feature selection
- unsupervised learning
- photo collections
- prior knowledge
- feature space
- unlabeled data
- data sets
- multi modal
- feature set
- support vector machine
- multiscale
- image processing
- search engine
- learning algorithm