4 papers
Customized Multiple Clustering via Multi-Modal Subspace Proxy Learning
Jiawei Yao, Qi Qian, Juhua Hu
Multiple clustering aims to discover various latent structures of data from different aspects. Deep multiple clustering methods have achieved remarkable performance by exploiting c…
Text-Guided Mixup Towards Long-Tailed Image Categorization
Richard Franklin, Jiawei Yao, Deyang Zhong +2
In many real-world applications, the frequency distribution of class labels for training data can exhibit a long-tailed distribution, which challenges traditional approaches of tra…
Multi-Modal Proxy Learning Towards Personalized Visual Multiple Clustering
Jiawei Yao, Qi Qian, Juhua Hu
Multiple clustering has gained significant attention in recent years due to its potential to reveal multiple hidden structures of data from different perspectives. The advent of de…
Dual-disentangled Deep Multiple Clustering
Jiawei Yao, Juhua Hu
Multiple clustering has gathered significant attention in recent years due to its potential to reveal multiple hidden structures of the data from different perspectives. Most of mu…