Three Towers: Flexible Contrastive Learning with Pretrained Image Models.
Jannik KossenMark CollierBasil MustafaXiao WangXiaohua ZhaiLucas BeyerAndreas SteinerJesse BerentRodolphe JenattonEfi KokiopoulouPublished in: CoRR (2023)
Keyphrases
- image data
- image analysis
- learning process
- learning algorithm
- learning models
- image features
- single image
- image retrieval
- image segmentation
- accurate models
- multiscale
- prior knowledge
- probabilistic model
- segmentation method
- video sequences
- online learning
- active learning
- input image
- edge detection
- similarity measure
- learned models
- structured prediction
- image representation
- bayesian framework
- keypoints
- image regions
- learning tasks
- image content
- hough transform
- statistical model
- high resolution
- segmentation algorithm
- unsupervised learning
- feature points
- image database