Deep image clustering by fusing contrastive learning and neighbor relation mining

Deep clustering by maximizing mutual information in variational auto-encoder

(2020) Chaoyang Xu et al.   KNOWLEDGE-BASED SYSTEMS

DCSR: Deep clustering under similarity and reconstruction constraints

(2020) Lei Yu et al.   NEUROCOMPUTING

Dual Adversarial Autoencoders for Clustering

(2019) Pengfei Ge et al.   IEEE Transactions on Neural Networks and Learning Systems

A Unified Scheme for Distance Metric Learning and Clustering via Rank-Reduced Regression

(2019) Wenzhong Guo et al.   IEEE Transactions on Systems Man Cybernetics-Systems

CNN-Based Joint Clustering and Representation Learning with Feature Drift Compensation for Large-Scale Image Data

(2018) Chih-Chung Hsu et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Deep Self-Evolution Clustering

(2018) Jianlong Chang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Robust co-clustering via dual local learning and high-order matrix factorization

(2017) Shiping Wang et al.   KNOWLEDGE-BASED SYSTEMS

Image Clustering Using Local Discriminant Models and Global Integration

(2010) Yi Yang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING