CLIP-Cluster: CLIP-Guided Attribute Hallucination for Face Clustering.
Shuai ShenWanhua LiXiaobing WangDafeng ZhangZhezhu JinJie ZhouJiwen LuPublished in: ICCV (2023)
Keyphrases
- clustering algorithm
- hierarchical clustering
- data clustering
- video clips
- k means
- cluster analysis
- clustering framework
- clustering method
- data points
- clustering approaches
- cluster membership
- unsupervised clustering
- clustering quality
- overlapping clusters
- facial images
- agglomerative hierarchical clustering
- clustering scheme
- intra cluster
- inter cluster
- clustering procedure
- low level features
- constrained clustering
- instance level constraints
- disjoint clusters
- categorical data
- spectral clustering
- cluster centers
- cluster structure
- hierarchical clustering algorithm
- variable weighting
- face images
- validity measures
- overlapping clustering
- self organizing maps
- density based clustering algorithm
- supervised clustering
- high dimensional
- similar objects
- unsupervised learning
- attribute values
- human faces
- document clustering
- model based clustering
- density based clustering
- subspace clustering