Three Towers: Flexible Contrastive Learning with Pretrained Image Models.
Jannik KossenMark CollierBasil MustafaXiao WangXiaohua ZhaiLucas BeyerAndreas SteinerJesse BerentRodolphe JenattonEffrosyni KokiopoulouPublished in: NeurIPS (2023)
Keyphrases
- image analysis
- learning algorithm
- image features
- image data
- single image
- image classification
- accurate models
- learning models
- image content
- structured prediction
- input image
- learning process
- image segmentation
- hidden variables
- prior knowledge
- learned models
- learning tasks
- template matching
- similarity measure
- probabilistic model
- bayesian framework
- region of interest
- spatial information
- multiscale
- image representation
- feature points
- neural network
- reinforcement learning
- supervised learning
- active learning
- object models
- online learning
- random fields
- pixel values
- keypoints
- image retrieval
- machine learning