SpectralNet: Spectral Clustering using Deep Neural Networks.
Uri ShahamKelly P. StantonHenry LiRonen BasriBoaz NadlerYuval KlugerPublished in: ICLR (Poster) (2018)
Keyphrases
- spectral clustering
- neural network
- clustering method
- data clustering
- pairwise
- constrained spectral clustering
- pattern recognition
- k means
- similarity matrix
- pairwise constraints
- graph laplacian
- image segmentation
- clustering algorithm
- evolutionary clustering
- graph partitioning
- spectral methods
- normalized cut
- affinity matrix
- label propagation
- alternative clusterings
- graph clustering
- constrained clustering
- laplacian matrix
- negative matrix factorization
- eigendecomposition
- clustering quality
- unsupervised learning
- object recognition
- image processing
- computer vision
- machine learning