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	Unsupervised image categorization based on deep generative models with disentangled representations and von Mises-Fisher distributions 期刊论文 International Journal of Machine Learning and Cybernetics,2025, 卷号: 16, 期号: 1, 页码: 611-623 作者: Fan, Wentao; Xu, Kunxiong 收藏 \| 浏览/下载：13/0 \| 提交时间：2025/03/10 Clustering Disentangling module Variational autoencoder (VAE) vMF distribution
	Spiking Generative Models Based on Variational Autoencoder and Adversarial Training 会议论文 ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Hyderabad, 6-11 April 2025 作者: Zhang, Wenchuan; Zhang, Jie; Hou, Ricky Yuen Tan; Su, Weifeng; Fan, Wentao 收藏 \| 浏览/下载：13/0 \| 提交时间：2025/07/15 Adversarial Training Conditional Generation Image Generation Spiking Neural Networks Variational Autoencoder
	Deep generative clustering methods based on disentangled representations and augmented data 期刊论文 International Journal of Machine Learning and Cybernetics,2024, 卷号: 15, 期号: 10, 页码: 4575-4588 作者: Xu, Kunxiong; Fan, Wentao; Liu, Xin 收藏 \| 浏览/下载：15/0 \| 提交时间：2024/11/04 Augmented data Clustering Disentangling module Mutual information Variational autoencoder (VAE)
	Deep Clustering Analysis via Dual Variational Autoencoder With Spherical Latent Embeddings 期刊论文 IEEE Transactions on Neural Networks and Learning Systems,2023, 卷号: 34, 期号: 9, 页码: 6303-6312 作者: Yang, Lin; Fan, Wentao; Bouguila, Nizar 收藏 \| 浏览/下载：12/0 \| 提交时间：2025/07/15 Clustering data augmentation dual variational autoencoder mixture models variational autoencoder (VAE) variational inference von Mises-Fisher mixture model
	Unsupervised Disentanglement Learning via Dirichlet Variational Autoencoder 会议论文 Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Shanghai, PEOPLES R CHINA, JUL 19-22, 2023 作者: Xu, Kunxiong; Fan, Wentao; Liu, Xin 收藏 \| 浏览/下载：7/0 \| 提交时间：2025/07/15 Dirichlet distribution Disentanglement learning Variational autoencoder
	Robust unsupervised image categorization based on variational autoencoder with disentangled latent representations 期刊论文 Knowledge-Based Systems,2022, 卷号: 246 作者: Yang, Lin; Fan, Wentao; Bouguila, Nizar 收藏 \| 浏览/下载：8/0 \| 提交时间：2025/07/15 Clustering Disentangled latent representations Mixture model Robust training Student's-t distribution Variational autoencoder (VAE)
	Clustering Analysis via Deep Generative Models with Mixture Models 期刊论文 IEEE Transactions on Neural Networks and Learning Systems,2022, 卷号: 33, 期号: 1, 页码: 340-350 作者: Yang, Lin; Fan, Wentao; Bouguila, Nizar 收藏 \| 浏览/下载：8/0 \| 提交时间：2025/07/15 Clustering generative adversarial network (GAN) mixture models student's-T mixture model variational autoencoder (AE) variational inference Wasserstein GAN
	ECG Data Modeling and Analyzing via Deep Representation Learning and Nonparametric Hidden Markov Models 会议论文 SIGIR 2021 - Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, ELECTR NETWORK, JUL 11-15, 2021 作者: Zhu, Jiaojiao; Fan, Wentao 收藏 \| 浏览/下载：7/0 \| 提交时间：2025/07/15 clustering ECG data HMM representation learning variational autoencoder variational bayes
	Unsupervised Image Categorization Based on Variational Autoencoder and Student's-T Mixture Model 会议论文 2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019, Xiamen, PEOPLES R CHINA, DEC 06-09, 2019 作者: Zhang, Yu; Fan, Wentao; Bouguila, Nizar 收藏 \| 浏览/下载：7/0 \| 提交时间：2025/07/15 clustering convolutional ceural network. image categorization Student's-T mixture model variational autoencoder