Layer Grafted Pre-training: Bridging Contrastive Learning And Masked Image Modeling For Label-Efficient Representations.
Ziyu JiangYinpeng ChenMengchen LiuDongdong ChenXiyang DaiLu YuanZicheng LiuZhangyang WangPublished in: CoRR (2023)
Keyphrases
- input image
- single image
- online learning
- image classification
- supervised learning
- multiscale
- image retrieval
- learning process
- image features
- image data
- learning tasks
- image content
- low level
- high resolution
- training process
- learning stage
- similarity measure
- image segmentation
- learning algorithm
- test images
- unlabeled images
- image representation
- image analysis
- edge detection
- active learning
- neural network
- learning environment
- feedforward neural networks
- object detectors
- serious games
- image pixels
- pixel values
- region of interest
- feature points
- image matching
- image regions
- segmentation method
- unsupervised learning