Clustering

Fast Combinatorial Algorithms for Min Max Correlation Clustering ICML 2023 Fast Distributed k-Means with a Small Number of Rounds AISTATS 2023 Faster Query Times for Fully Dynamic k-Center Clustering with Outliers NeurIPS 2023 Federated Probabilistic Preference Distribution Modelling with Compactness Co-Clustering for Privacy-Preserving Multi-Domain Recommendation IJCAI 2023 Federated Spectral Clustering via Secure Similarity Reconstruction NeurIPS 2023 Find Beauty in the Rare: Contrastive Composition Feature Clustering for Nontrivial Cropping Box Regression AAAI 2023 Finding Geometric Models by Clustering in the Consensus Space CVPR 2023 Finding Groups of Cross-Correlated Features in Bi-View Data JMLR 2023 From Diachronic to Contextual Lexical Semantic Change: Introducing Semantic Difference Keywords (SDKs) for Discourse Studies EMNLP 2023 From Key Points to Key Point Hierarchy: Structured and Expressive Opinion Summarization ACL 2023 From ViT Features to Training-free Video Object Segmentation via Streaming-data Mixture Models NeurIPS 2023 Fully Dynamic $k$-Clustering in $\tilde O(k)$ Update Time NeurIPS 2023 Fuzzy C-means: Differences on Clustering Behavior between High Dimensional and Functional Data (Student Abstract) AAAI 2023 GCFAgg: Global and Cross-View Feature Aggregation for Multi-View Clustering CVPR 2023 GC-Flow: A Graph-Based Flow Network for Effective Clustering ICML 2023 Generalized Category Discovery with Decoupled Prototypical Network AAAI 2023 Generalized Cell Type Annotation and Discovery for Single-Cell RNA-Seq Data AAAI 2023 Generalized Discriminative Deep Non-Negative Matrix Factorization Based on Latent Feature and Basis Learning IJCAI 2023 Generalized Information-theoretic Multi-view Clustering NeurIPS 2023 Generalized Reductions: Making any Hierarchical Clustering Fair and Balanced with Low Cost ICML 2023 GLAD: A Global-to-Local Anomaly Detector WACV 2023 GLCC: A General Framework for Graph-Level Clustering AAAI 2023 Global Mixup: Eliminating Ambiguity with Clustering AAAI 2023 Goal-Driven Explainable Clustering via Language Descriptions EMNLP 2023 Going beyond research datasets: Novel intent discovery in the industry setting EACL 2023