Affinitention nets: kernel perspective on attention architectures for set classification with applications to medical text and images.
David DovSerge AssaadShijing SiRui WangHongteng XuShahar Ziv KovalskyJonathan BellDanielle Elliott RangeJonathan CohenRicardo HenaoLawrence CarinPublished in: CHIL (2021)
Keyphrases
- image classification
- reference images
- small number
- image registration
- image set
- log gabor
- classification accuracy
- image data
- pattern recognition
- support vector
- input image
- image collections
- image analysis
- support vector machine
- image features
- image database
- information retrieval
- decision trees
- support vector machine svm
- text classification
- input data
- text mining
- feature space
- feature extraction
- object recognition
- segmentation algorithm
- medical imaging
- three dimensional
- training set
- text information