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cs.CV2025
MoEGCL: Mixture of Ego-Graphs Contrastive Representation Learning for Multi-View Clustering
Jian Zhu, Xin Zou, Jun Sun +7
In recent years, the advancement of Graph Neural Networks (GNNs) has significantly propelled progress in Multi-View Clustering (MVC). However, existing methods face the problem of…
cs.CV2025
Generative Diffusion Contrastive Network for Multi-View Clustering
Jian Zhu, Xin Zou, Xi Wang +3
In recent years, Multi-View Clustering (MVC) has been significantly advanced under the influence of deep learning. By integrating heterogeneous data from multiple views, MVC enhanc…
cs.CV2024
CLIP Multi-modal Hashing for Multimedia Retrieval
Jian Zhu, Mingkai Sheng, Zhangmin Huang +5
Multi-modal hashing methods are widely used in multimedia retrieval, which can fuse multi-source data to generate binary hash code. However, the individual backbone networks have l…