Neglected Free Lunch - Learning Image Classifiers Using Annotation Byproducts.
Dongyoon HanJunsuk ChoeSeonghyeok ChunJohn Joon Young ChungMinsuk ChangSangdoo YunJean Y. SongSeong Joon OhPublished in: ICCV (2023)
Keyphrases
- active learning
- single image
- image retrieval
- image data
- learning process
- image content
- input image
- image analysis
- image features
- supervised learning
- learning algorithm
- automatic image annotation
- segmentation method
- training data
- high resolution
- multiscale
- auto annotation
- weakly labeled
- similarity measure
- image representation
- image classification
- reinforcement learning
- unsupervised learning
- feature points
- super resolution
- image annotation
- machine learning
- classifier training
- unlabeled images
- support vector