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马尽文 cover

马尽文 (Jinwen Ma)

peking university

21H-index
159Paper Count
1.8KCitation Count
Published Papers 35
Publication Date
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Graph-based radical structure tree representation for zero-shot Chinese character recognition
errPattern Recognition
IF7.6
err2026-02-20
err0
PREAI
errYongsheng Dong; Bohui Wu; Jinwen Ma; Xuelong Li
errShare
errSave
Cross dropout based dynamic learning for blind super resolution
errNEUROCOMPUTING
IF6.5
err2025-03-01
err0
PREAI
errDong, Yongsheng; Zhou, Hongjie; Zheng, Lintao; Wang, Xiaohong; Ma, Jinwen
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errSave
Effective First-Break Picking of Seismic Data Using Geometric Learning Methods
errREMOTE SENSING
IF4.1
err2025-01-10
err1
errOAAI
errWen, Zhongyang; Ma, Jinwen
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errSave
Split-and-merge model selection of mixtures of Gaussian processes with RJMCMC
errPATTERN RECOGNITION
IF7.6
err2025-01-01
err0
PREAI
errQiang, Zhe; Ma, Jinwen; Wu, Di
errShare
errSave
Development and challenges of object detection: A survey
errNEUROCOMPUTING
IF6.5
err2024-09-01
err3
PREAI
errLi, Zonghui; Dong, Yongsheng; Shen, Longchao; Liu, Yafeng; Pei, Yuanhua; Yang, Haotian; Zheng, Lintao; Ma, Jinwen
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errSave
Self-Attention-Based Deep Convolution LSTM Framework for Sensor-Based Badminton Activity Recognition
errSENSORS
IF3.5
err2023-10-10
err6
errOAAI
errDeng, Jingyang; Zhang, Shuyi; Ma, Jinwen
errShare
errSave
Criterion-based Heterogeneous Collaborative Filtering for Multi-behavior Implicit Recommendation
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2023-09-06
err3
errOAAI
errLuo, Xiao; Wu, Daqing; Gu, Yiyang; Chen, Chong; Liu, Luchen; Ma, Jinwen; Zhang, Ming; Deng, Minghua; Huang, Jianqiang; Hua, Xian-Sheng
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errSave
A variational hardcut EM algorithm for the mixtures of Gaussian processes
errSCIENCE CHINA-INFORMATION SCIENCES
IF7.6
err2023-02-10
err2
PREAI
errLi, Tao; Ma, Jinwen
errShare
errSave
Dirichlet process mixture of Gaussian process functional regressions and its variational EM algorithm
errPATTERN RECOGNITION
IF7.6
err2023-02-01
err4
PREAI
errLi, Tao; Ma, Jinwen
errShare
errSave
Attention Mechanism Based Mixture of Gaussian Processes
errPATTERN RECOGNITION LETTERS
IF3.3
err2022-09-01
err2
PREAI
errLi, Tao; Ma, Jinwen
errShare
errSave
Mixture of robust Gaussian processes and its hard-cut EM algorithm with variational bounding approximation
errNEUROCOMPUTING
IF6.5
err2021-09-01
err4
PREAI
errLi, Tao; Wu, Di; Ma, Jinwen
errShare
errSave
Automated multi-class classification of skin lesions through deep convolutional neural network with dermoscopic images
errCOMPUTERIZED MEDICAL IMAGING AND GRAPHICS
IF4.9
err2021-03-01
err134
errOAAI
errIqbal, Imran; Younus, Muhammad; Walayat, Khuram; Kakar, Mohib Ullah; Ma, Jinwen
errShare
errSave
Deep Learning-Based Morphological Classification of Human Sperm Heads
errDIAGNOSTICS
IF3.3
err2020-05-20
err40
errOAAI
errIqbal, Imran; Mustafa, Ghulam; Ma, Jinwen
errShare
errSave
An effective EM algorithm for mixtures of Gaussian processes via the MCMC sampling and approximation
errNEUROCOMPUTING
IF6.5
err2019-02-01
err19
PREAI
errWu, Di; Ma, Jinwen
errShare
errSave
A Two-Layer Mixture Model of Gaussian Process Functional Regressions and Its MCMC EM Algorithm
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2018-10-01
err19
PREAI
errWu, Di; Ma, Jinwen
errShare
errSave
BYY harmony learning of t-mixtures with the application to image segmentation based on contourlet texture features
errNEUROCOMPUTING
IF6.5
err2016-05-01
err3
PREAI
errJiang, Yunsheng; Liu, Chenglin; Ma, Jinwen
errShare
errSave
Texture Classification and Retrieval Using Shearlets and Linear Regression
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2015-03-01
err90
PREAI
errDong, Yongsheng; Tao, Dacheng; Li, Xuelong; Ma, Jinwen; Pu, Jiexin
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errSave
BYY harmony learning of log-normal mixtures with automated model selection
errNEUROCOMPUTING
IF6.5
err2015-03-01
err4
PREAI
errZheng, Wenli; Ren, Zhijie; Zhou, Yifan; Ma, Jinwen
errShare
errSave
Accurate segmentation of touching cells in multi-channel microscopy images with geodesic distance based clustering
errNEUROCOMPUTING
IF6.5
err2015-02-01
err10
PREAI
errChen, Xu; Zhu, Yanqiao; Li, Fuhai; Zheng, Ze-Yi; Chang, Eric C.; Ma, Jinwen; Wong, Stephen T. C.
errShare
errSave
Feature extraction through contourlet subband clustering for texture classification
errNEUROCOMPUTING
IF6.5
err2013-09-01
err25
PREAI
errDong, Yongsheng; Ma, Jinwen
errShare
errSave

Research Directions

大数据与智能系统神经网络机器学习模式识别计算机视觉大模型理论与算法生物信息学独立分量分析(ICA)硕士研究生：《人工神经网络》、《智能计算》、《信息论》图像纹理风格迁移与检索等变深度学习网络泛化性增强神经网络的可解释性岩性岩相预测地质体雕刻深度学习模型研究煤矿安全智能分析高斯过程混合体模型选择地震属性提取与分析动态模型选择算法聚类学习理论与算法时间联想的理论与应用研究时空神经网络数理分析自组织学习算法近期及代表性学术论文图形式化增强多模态几何问题求解大语言模型领域特定任务增强多项式组合激活函数大语言模型狄利克雷过程混合高斯过程函数回归卷积神经网络设计皮肤病变多分类深度卷积神经网络皮肤镜图像多标签分类标签图叠加高斯过程函数回归人体检测特征与模型纹理分类基于整数规划的多细胞核追踪用于定量癌细胞周期分析Poisson混合模型参数估计BYY和谐学习高斯混合模型学习算法竞争学习EM算法收敛性高斯混合模型高斯混合模型的EM算法广义Hopfield网络随机异步模式稳定性社会兼职
Co-authors
Cooperation Journals
D
Dacheng Tao
H-index: 155 · Papers: 2.0K
X
Xuelong Li
H-index: 125 · Papers: 999
S
Stephen T.C. Wong
H-index: 73 · Papers: 1.1K
X
Xian‐Sheng Hua
H-index: 72 · Papers: 582
刘
刘程琳 (Cheng‐Lin Liu)
H-index: 62 · Papers: 619
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