ProtoPShare: Prototypical Parts Sharing for Similarity Discovery in Interpretable Image Classification.
Dawid RymarczykLukasz StruskiJacek TaborBartosz ZielinskiPublished in: KDD (2021)
Keyphrases
- image classification
- similarity measure
- bag of words
- image features
- data mining
- feature extraction
- image representation
- similarity measurement
- distance measure
- similarity function
- knowledge discovery
- data sharing
- information sharing
- distance function
- visual features
- multiscale
- decision trees
- similarity metrics
- real time
- structural similarity
- discovery process
- multiple users
- sparse representation
- feature vectors
- neural network
- data sets
- database
- user defined
- visual words
- semantic similarity
- pairwise
- data analysis
- bag of features
- class specific
- case study
- scientific discovery