Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning.
Richard J. ChenChengkuan ChenYicong LiTiffany Y. ChenAndrew D. TristerRahul G. KrishnanFaisal MahmoodPublished in: CoRR (2022)
Keyphrases
- learning algorithm
- learning process
- image collections
- image database
- image data
- input image
- three dimensional
- image analysis
- computer vision
- image understanding
- ground truth
- image features
- unsupervised learning
- edge detection
- segmentation method
- image retrieval
- supervised learning
- active learning
- multi view
- machine learning
- learning systems
- reinforcement learning
- test images
- learning tasks
- object recognition
- rigid body
- linear predictors