Un-mix: Rethinking Image Mixtures for Unsupervised Visual Representation Learning.
Zhiqiang ShenZechun LiuZhuang LiuMarios SavvidesTrevor DarrellEric Po XingPublished in: AAAI (2022)
Keyphrases
- visual representation
- learning algorithm
- unsupervised learning
- supervised learning
- input image
- image data
- image content
- single image
- multiscale
- online learning
- image retrieval
- technology enhanced learning
- unlabeled images
- image analysis
- low level
- image features
- test images
- image segmentation
- high resolution
- learning process
- reinforcement learning
- image classification
- semi supervised
- probabilistic model
- image representation
- active learning
- pixel values
- user interface
- expert systems
- unsupervised manner