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Deep clustering analysis via variational autoencoder with Gamma mixture latent embeddings Journal article
Neural Networks,2025, volume: 183
Authors:  Guo，Jiaxun;  Fan，Wentao;  Amayri，Manar;  Bouguila，Nizar
Favorite  |  View/Download：3/0  |  Submit date：2025/03/10
Adaptive video supervoxel segmentation via energy-guided bottom-up clustering Journal article
Signal, Image and Video Processing,2025, volume: 19, issue: 3
Authors:  Dong，Xiao;  Zhong，Zhijie;  Fan，Wentao;  Chen，Zhonggui;  Guo，Xiaohu
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Unsupervised image categorization based on deep generative models with disentangled representations and von Mises-Fisher distributions Journal article
International Journal of Machine Learning and Cybernetics,2025, volume: 16, issue: 1, pages: 611-623
Authors:  Fan, Wentao;  Xu, Kunxiong
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生成式人工智能在个性化教学和评估中的研究与应用 Project
项目编号: UICR0400033-22, 2024-
Leaders:  Wentao FAN
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基于脉冲神经网络的生成式模型在终身学习中的记忆保持与遗忘机制研究 Project
项目编号: UICR0400026-22, 2024-
Leaders:  Wentao FAN
Favorite  |  View/Download：3/0  |  Submit date：2025/03/18
Deep generative clustering methods based on disentangled representations and augmented data Journal article
International Journal of Machine Learning and Cybernetics,2024, volume: 15, issue: 10, pages: 4575-4588
Authors:  Xu, Kunxiong;  Fan, Wentao;  Liu, Xin
Favorite  |  View/Download：3/0  |  Submit date：2024/11/04
A scaled dirichlet-based predictive model for occupancy estimation in smart buildings Journal article
Applied Intelligence,2024, volume: 54, issue: 11-12, pages: 6981-6996
Authors:  Guo, Jiaxun;  Amayri, Manar;  Fan, Wentao;  Bouguila, Nizar
Favorite  |  View/Download：2/0  |  Submit date：2024/09/04
人工智能领域高水平人才引进、培育专项 Project
项目编号: UICR0400005-24, 2024-
Leaders:  Wentao FAN
Favorite  |  View/Download：3/0  |  Submit date：2025/03/18
Grouped Spherical Data Modeling Through Hierarchical Nonparametric Bayesian Models and Its Application to fMRI Data Analysis Journal article
IEEE Transactions on Neural Networks and Learning Systems,2024, volume: 35, issue: 4, pages: 5566-5576
Authors:  Fan, Wentao;  Yang, Lin;  Bouguila, Nizar
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Spiking generative networks empowered by multiple dynamic experts for lifelong learning Journal article
Expert Systems with Applications,2024, volume: 238
Authors:  Zhang, Jie;  Fan, Wentao;  Liu, Xin
Favorite  |  View/Download：9/0  |  Submit date：2024/03/12