Deep Clustering With a Constraint for Topological Invariance Based on Symmetric InfoNCE.
Yuhui ZhangYuichiro WadaHiroki WaidaKaito GotoYusaku HinoTakafumi KanamoriPublished in: Neural Comput. (2023)
Keyphrases
- clustering algorithm
- clustering method
- categorical data
- hierarchical clustering
- unsupervised learning
- graph theoretic
- data clustering
- information retrieval
- distance metric
- self organizing maps
- fuzzy clustering
- spectral clustering
- cluster analysis
- k means
- linear constraints
- pairwise constraints
- information theoretic
- constraint networks
- pairwise
- optimal solution
- image segmentation
- search engine