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CSR: Cascade Conditional Variational Auto Encoder with Socially-aware Regression for Pedestrian Trajectory Prediction 期刊论文
PATTERN RECOGNITION, 2023, 卷号: 133, 页码: 10
Authors:  Zhou, Hao;  Ren, Dongchun;  Yang, Xu;  Fan, Mingyu;  Huang, Hai
Favorite  |  View/Download:27/0  |  Submit date:2022/11/14
Pedestrian trajectory prediction  Socially -aware model  Conditional variational autoencoder (CVAE)  
Online Semisupervised Active Classification for Multiview PolSAR Data 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 6, 页码: 4415-4429
Authors:  Nie, Xiangli;  Fan, Mingyu;  Huang, Xiayuan;  Yang, Wenjing;  Zhang, Bo;  Ma, Xiaoshuang
Favorite  |  View/Download:41/0  |  Submit date:2022/07/25
Task analysis  Feature extraction  Heuristic algorithms  Data models  Manifolds  Semisupervised learning  Training  Online active learning  online multiview learning  online semisupervised learning (SSL)  polarimetric synthetic aperture radar (PolSAR) data classification  
Sampling Methods for Efficient Training of Graph Convolutional Networks: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 205-234
Authors:  Xin Liu;  Mingyu Yan;  Lei Deng;  Guoqi Li;  Xiaochun Ye;  Dongrui Fan
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Efficient training  graph convolutional networks (GCNs)  graph neural networks (GNNs)  sampling method  
AST-GNN: An attention-based spatio-temporal graph neural network for Interaction-aware pedestrian trajectory prediction 期刊论文
NEUROCOMPUTING, 2021, 卷号: 445, 页码: 298-308
Authors:  Zhou, Hao;  Ren, Dongchun;  Xia, Huaxia;  Fan, Mingyu;  Yang, Xu;  Huang, Hai
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Pedestrian trajectory prediction  Graph neural networks  Spatio-temporal graph  Graph attention  
Efficient isometric multi-manifold learning based on the self-organizing method 期刊论文
INFORMATION SCIENCES, 2016, 卷号: 345, 页码: 325-339
Authors:  Fan, Mingyu;  Zhang, Xiaoqin;  Qiao, Hong;  Zhang, Bo
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Isomap  Nonlinear Dimensionality Reduction  Manifold Learning  Pattern Analysis  Multi-manifold Embedding  
Dimensionality reduction: An interpretation from manifold regularization perspective 期刊论文
INFORMATION SCIENCES, 2014, 卷号: 277, 页码: 694-714
Authors:  Fan, Mingyu;  Gu, Nannan;  Qiao, Hong;  Zhang, Bo
Favorite  |  View/Download:138/0  |  Submit date:2015/08/12
Dimensionality Reduction  Manifold Regularization  Feature Mapping  Manifold Learning  Out-of-sample Extrapolation  
Regularized Discriminative Spectral Regression Method for Heterogeneous Face Matching 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2013, 卷号: 22, 期号: 1;1, 页码: 353-362
Authors:  Huang, Xiangsheng;  Lei, Zhen;  Fan, Mingyu;  Wang, Xiao;  Li, Stan Z.
Favorite  |  View/Download:28/0  |  Submit date:2020/10/27
Discriminative Regularization  Face Recognition  Heterogeneous Data Processing  Spectral Regression  Subspace Learning  
Discriminative Sparsity Preserving Projections for Semi-Supervised Dimensionality Reduction 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2012, 卷号: 19, 期号: 7, 页码: 391-394
Authors:  Gu, Nannan;  Fan, Mingyu;  Qiao, Hong;  Zhang, Bo
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Dimensionality Reduction  Feature Mapping  Manifold Learning  Out-of-sample Extrapolation  Sparse Representation  
Sparse regularization for semi-supervised classification 期刊论文
PATTERN RECOGNITION, 2011, 卷号: 44, 期号: 8, 页码: 1777-1784
Authors:  Fan, Mingyu;  Gu, Nannan;  Qiao, Hong;  Zhang, Bo
Favorite  |  View/Download:115/0  |  Submit date:2015/08/12
Regularization Theory  Semi-supervised Learning  Regularized Least Square Classification  Dimensionality Reduction  
用于动态视觉的基于流形正则化的半监督分类器设计方法 专利
专利类型: 发明, 专利号: CN201010034352.0, 申请日期: 2010-01-19, 公开日期: 2011-07-20
Inventors:  樊明宇;  乔红;  区志财
Favorite  |  View/Download:106/0  |  Submit date:2015/09/22