Do better ImageNet classifiers assess perceptual similarity better?
Manoj KumarNeil HoulsbyNal KalchbrennerEkin Dogus CubukPublished in: Trans. Mach. Learn. Res. (2022)
Keyphrases
- linear classifiers
- classifier training
- similarity measure
- decision trees
- training data
- linear svm
- support vector
- perceptual grouping
- training set
- svm classifier
- test set
- semantic similarity
- image collections
- classification method
- support vector machine
- low level
- classifier ensemble
- class probabilities
- nearest neighbour
- training instances
- feature selection
- similarity function
- hierarchical structure
- classification algorithm
- euclidean distance
- training examples
- naive bayes
- training samples
- image quality
- image classification
- feature set