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ORCIDJinwen Ma
马尽文
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- affiliation: Peking University,Department of Information Science, China
- unicode name: 马尽文
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2020 – today
- 2025
[j62]Zhe Qiang
, Jinwen Ma, Di Wu:
Split-and-merge model selection of mixtures of Gaussian processes with RJMCMC. Pattern Recognit. 157: 110913 (2025)- 2024
- [j61]Zeren Zhang, Ran Chen, Jinwen Ma:
Improving Seismic Fault Recognition with Self-Supervised Pre-Training: A Study of 3D Transformer-Based with Multi-Scale Decoding and Fusion. Remote. Sens. 16(5): 922 (2024) - [j60]Xiao Luo, Daqing Wu, Yiyang Gu, Chong Chen, Luchen Liu, Jinwen Ma, Ming Zhang, Minghua Deng, Jianqiang Huang, Xian-Sheng Hua:
Criterion-based Heterogeneous Collaborative Filtering for Multi-behavior Implicit Recommendation. ACM Trans. Knowl. Discov. Data 18(1): 14:1-14:26 (2024) - [c144]Jingyang Deng, Zhengyang Shen, Boyang Wang, Lixin Su, Suqi Cheng, Ying Nie, Junfeng Wang, Dawei Yin, Jinwen Ma:
FltLM: An Intergrated Long-Context Large Language Model for Effective Context Filtering and Understanding. ECAI 2024: 3987-3994 - [c143]Ao Zhang, Jinwen Ma:
DefenseVGAE: Defending Against Adversarial Attacks on Graph Data via a Variational Graph Autoencoder. ICIC (4) 2024: 313-324 - [c142]Ran Chen, Jo-Ku Cheng, Jinwen Ma:
A Fusion Framework of Whitespace Smear Cutting and Swin Transformer for Document Layout Analysis. ICIC (6) 2024: 338-353 - [c141]Jingyang Deng, Xingjian Li, Haoyi Xiong, Xiaoguang Hu, Jinwen Ma:
Geometry-Guided Conditional Adaptation for Surrogate Models of Large-Scale 3D PDEs on Arbitrary Geometries. IJCAI 2024: 5790-5798 - [i24]Zeren Zhang, Haibo Qin, Jiayu Huang, Yixin Li, Hui Lin, Yitao Duan, Jinwen Ma:
SwapTalk: Audio-Driven Talking Face Generation with One-Shot Customization in Latent Space. CoRR abs/2405.05636 (2024) - [i23]Ran Chen, Zeren Zhang, Jinwen Ma:
Seismic Fault SAM: Adapting SAM with Lightweight Modules and 2.5D Strategy for Fault Detection. CoRR abs/2407.14121 (2024) - [i22]Zeren Zhang, Jo-Ku Cheng, Jingyang Deng, Lu Tian, Jinwen Ma, Ziran Qin, Xiaokai Zhang, Na Zhu, Tuo Leng:
Diagram Formalization Enhanced Multi-Modal Geometry Problem Solver. CoRR abs/2409.04214 (2024) - [i21]Jingyang Deng, Zhengyang Shen, Boyang Wang, Lixin Su, Suqi Cheng, Ying Nie, Junfeng Wang, Dawei Yin, Jinwen Ma:
FltLM: An Intergrated Long-Context Large Language Model for Effective Context Filtering and Understanding. CoRR abs/2410.06886 (2024) - 2023
- [j59]Tao Li, Jinwen Ma:
A variational hardcut EM algorithm for the mixtures of Gaussian processes. Sci. China Inf. Sci. 66(3) (2023) - [j58]Xiaoqing Li, Jinwen Ma:
Fine-grained image retrieval by combining attention mechanism and context information. Neural Comput. Appl. 35(2): 1881-1897 (2023) - [j57]Tao Li, Jinwen Ma:
Dirichlet process mixture of Gaussian process functional regressions and its variational EM algorithm. Pattern Recognit. 134: 109129 (2023) - [j56]Jingyang Deng, Shuyi Zhang, Jinwen Ma:
Self-Attention-Based Deep Convolution LSTM Framework for Sensor-Based Badminton Activity Recognition. Sensors 23(20): 8373 (2023) - [c140]Tao Hong, Zeren Zhang, Jinwen Ma:
PCSalmix: Gradient Saliency-Based Mix Augmentation for Point Cloud Classification. ICASSP 2023: 1-5 - [c139]Longchao Shen, Yongsheng Dong, Yuanhua Pei, Haotian Yang, Lintao Zheng, Jinwen Ma:
One-Dimensional Feature Supervision Network for Object Detection. ICIC (5) 2023: 147-156 - [c138]Zhitao Liu, Tao Hong, Jinwen Ma:
UCLD-Net: Decoupling Network via Unsupervised Contrastive Learning for Image Dehazing. ICIC (5) 2023: 204-215 - [c137]Xiangyang Guo, Tao Hong, Jinwen Ma:
Automatic Model Selection Algorithm Based on BYY Harmony Learning for Mixture of Gaussian Process Functional Regressions Models. ICIC (4) 2023: 391-403 - [c136]Yuan-Ching Lin, Jinwen Ma:
Automatic Text Extractive Summarization Based on Text Graph Representation and Attention Matrix. ICIC (4) 2023: 551-562 - [c135]Zhijian Zhuo, Yifei Wang, Jinwen Ma, Yisen Wang:
Towards a Unified Theoretical Understanding of Non-contrastive Learning via Rank Differential Mechanism. ICLR 2023 - [c134]Tao Hong, Ya Wang, Xingwu Sun, Fengzong Lian, Zhanhui Kang, Jinwen Ma:
GradSalMix: Gradient Saliency-Based Mix for Image Data Augmentation. ICME 2023: 1799-1804 - [c133]Tao Hong, Ya Wang, Xingwu Sun, Xiaoqing Li, Jinwen Ma:
CMMix: Cross-Modal Mix Augmentation Between Images and Texts for Visual Grounding. ICONIP (12) 2023: 471-482 - [c132]Zeren Zhang, Xingjian Li, Tao Hong, Tianyang Wang, Jinwen Ma, Haoyi Xiong, Cheng-Zhong Xu:
Overcoming Catastrophic Forgetting for Fine-Tuning Pre-trained GANs. ECML/PKDD (5) 2023: 293-308 - [c131]Jie An, Tao Li, Hao-Zhi Huang, Jinwen Ma, Jiebo Luo:
Is Bigger Always Better? An Empirical Study on Efficient Architectures for Style Transfer and Beyond. WACV 2023: 4073-4083 - [i20]Zhijian Zhuo, Yifei Wang, Jinwen Ma, Yisen Wang:
Towards a Unified Theoretical Understanding of Non-contrastive Learning via Rank Differential Mechanism. CoRR abs/2303.02387 (2023) - 2022
- [j55]Tao Li, Jinwen Ma:
On theoretical justification of the forward-backward algorithm for the variational learning of Bayesian hidden Markov models. IET Signal Process. 16(6): 674-679 (2022) - [j54]Imran Iqbal, Khuram Walayat, Mohib Ullah Kakar, Jinwen Ma:
Automated identification of human gastrointestinal tract abnormalities based on deep convolutional neural network with endoscopic images. Intell. Syst. Appl. 16: 200149 (2022) - [j53]Xiaoqing Li, Jinwen Ma:
Distributed search and fusion for wine label image retrieval. PeerJ Comput. Sci. 8: e1116 (2022) - [j52]Tao Li, Jinwen Ma:
Attention Mechanism Based Mixture of Gaussian Processes. Pattern Recognit. Lett. 161: 130-136 (2022) - [c130]Tao Hong, Xiangyang Guo, Zeren Zhang, Jinwen Ma:
SG-Net: Semantic Guided Network for Image Dehazing. ACCV (3) 2022: 274-289 - [c129]Xiangyang Guo, Daqing Wu, Jinwen Ma:
Federated Sparse Gaussian Processes. ICIC (3) 2022: 267-276 - [c128]Zhengyang Shen, Tao Hong, Qi She, Jinwen Ma, Zhouchen Lin:
PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs. ICML 2022: 19827-19846 - [c127]Daqing Wu, Xiangyang Guo, Xiao Luo, Ziyue Qiao, Jinwen Ma:
Adaptive Harmony Learning and Optimization for Attributed Graph Clustering. IJCNN 2022: 1-8 - [i19]Zhengyang Shen, Tao Hong, Qi She, Jinwen Ma, Zhouchen Lin:
PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs. CoRR abs/2208.03720 (2022) - 2021
- [j51]Imran Iqbal, Muhammad Younus, Khuram Walayat, Mohib Ullah Kakar, Jinwen Ma:
Automated multi-class classification of skin lesions through deep convolutional neural network with dermoscopic images. Comput. Medical Imaging Graph. 88: 101843 (2021) - [j50]Tao Li, Di Wu, Jinwen Ma:
Mixture of robust Gaussian processes and its hard-cut EM algorithm with variational bounding approximation. Neurocomputing 452: 224-238 (2021) - [j49]Xiaoqing Li, Jiansheng Yang, Jinwen Ma:
Recent developments of content-based image retrieval (CBIR). Neurocomputing 452: 675-689 (2021) - [j48]Yongsheng Dong, Mingxin Jin, Xuelong Li, Jinwen Ma, Zhonghua Liu, Lin Wang, Lintao Zheng:
Compact Interchannel Sampling Difference Descriptor for Color Texture Classification. IEEE Trans. Circuits Syst. Video Technol. 31(5): 1684-1696 (2021) - [c126]Wenpeng Hu, Qi Qin, Mengyu Wang, Jinwen Ma, Bing Liu:
Continual Learning by Using Information of Each Class Holistically. AAAI 2021: 7797-7805 - [c125]Wenpeng Hu, Ran Le, Bing Liu, Feng Ji, Jinwen Ma, Dongyan Zhao, Rui Yan:
Predictive Adversarial Learning from Positive and Unlabeled Data. AAAI 2021: 7806-7814 - [c124]Zhengyang Shen, Tiancheng Shen, Zhouchen Lin, Jinwen Ma:
PDO-eS2CNNs: Partial Differential Operator Based Equivariant Spherical CNNs. AAAI 2021: 9585-9593 - [c123]Daqing Wu, Xiao Luo, Zeyu Ma, Chong Chen, Pengfei Wang, Minghua Deng, Jinwen Ma:
Composition-Enhanced Graph Collaborative Filtering for Multi-behavior Recommendation. ICDM 2021: 1427-1432 - [c122]Tao Hong, Yajun Zou, Jinwen Ma:
STDA-inf: Style Transfer for Data Augmentation Through In-data Training and Fusion Inference. ICIC (2) 2021: 76-90 - [c121]Yajun Zou, Jinwen Ma:
Deep Learning Based Semantic Page Segmentation of Document Images in Chinese and English. ICIC (1) 2021: 484-498 - [c120]Xiaoyan Li, Jinwen Ma:
Non-central Student-t Mixture of Student-t Processes for Robust Regression and Prediction. ICIC (1) 2021: 499-511 - [c119]Xiangyang Guo, Xiaoyan Li, Jinwen Ma:
Variational EM Algorithm for Student-${\varvec{t}} $ Mixtures of Gaussian Processes. ICIC (2) 2021: 552-563 - [c118]Ya Wang, Guowen Pan, Jinwen Ma, Xiangchen Li, Albert Zhong:
Label Similarity Based Graph Network for Badminton Activity Recognition. ICIC (1) 2021: 557-567 - [c117]Xiao Luo, Zeyu Ma, Daqing Wu, Huasong Zhong, Chong Chen, Jinwen Ma, Minghua Deng:
Deep Unsupervised Hashing by Distilled Smooth Guidance. ICME 2021: 1-6 - [c116]Xiao Luo, Daqing Wu, Chong Chen, Jinwen Ma, Minghua Deng:
Deep Unsupervised Hashing by Global and Local Consistency. ICME 2021: 1-6 - [c115]Xiangyang Guo, Daqing Wu, Tao Hong, Jinwen Ma:
NSF-Based Mixture of Gaussian Processes and Its Variational EM Algorithm. ICONIP (5) 2021: 498-505 - [c114]Tao Li, Xiao Luo, Jinwen Ma:
Average Mean Functions Based EM Algorithm for Mixtures of Gaussian Processes. ICONIP (5) 2021: 549-557 - [c113]Daqing Wu, Xiao Luo, Xiangyang Guo, Chong Chen, Minghua Deng, Jinwen Ma:
Concordant Contrastive Learning for Semi-supervised Node Classification on Graph. ICONIP (1) 2021: 584-595 - [c112]Xiao Luo, Daqing Wu, Zeyu Ma, Chong Chen, Minghua Deng, Jinwen Ma, Zhongming Jin, Jianqiang Huang, Xian-Sheng Hua:
CIMON: Towards High-quality Hash Codes. IJCAI 2021: 902-908 - [c111]Daqing Wu, Xiao Luo, Zeyu Ma, Chong Chen, Minghua Deng, Jinwen Ma:
ARGO: Modeling Heterogeneity in E-commerce Recommendation. IJCNN 2021: 1-8 - [i18]Zhengyang Shen, Tiancheng Shen, Zhouchen Lin, Jinwen Ma:
PDO-eS2CNNs: Partial Differential Operator Based Equivariant Spherical CNNs. CoRR abs/2104.03584 (2021) - [i17]Xiao Luo, Zeyu Ma, Daqing Wu, Huasong Zhong, Chong Chen, Jinwen Ma, Minghua Deng:
Deep Unsupervised Hashing by Distilled Smooth Guidance. CoRR abs/2105.06125 (2021) - [i16]Xiao Luo, Daqing Wu, Chong Chen, Jinwen Ma, Minghua Deng, Chen Shen, Jianqiang Huang, Xian-Sheng Hua:
Criterion-based Heterogeneous Collaborative Filtering for Multi-behavior Implicit Recommendation. CoRR abs/2105.11876 (2021) - [i15]Daqing Wu, Xiao Luo, Zeyu Ma, Chong Chen, Minghua Deng, Jinwen Ma:
ARGO: Modeling Heterogeneity in E-commerce Recommendation. CoRR abs/2109.05789 (2021) - [i14]Yuan-Ching Lin, Jinwen Ma:
On Automatic Text Extractive Summarization Based on Graph and pre-trained Language Model Attention. CoRR abs/2110.04878 (2021) - 2020
- [j47]Xiaoqing Li, Jiansheng Yang, Jinwen Ma:
Large Scale Category-Structured Image Retrieval for Object Identification Through Supervised Learning of CNN and SURF-Based Matching. IEEE Access 8: 57796-57809 (2020) - [j46]Imran Iqbal, Ghazala Shahzad, Nida Rafiq, Ghulam Mustafa, Jinwen Ma:
Deep learning-based automated detection of human knee joint's synovial fluid from magnetic resonance images with transfer learning. IET Image Process. 14(10): 1990-1998 (2020) - [c110]Ya Wang, Dongliang He, Fu Li, Xiang Long, Zhichao Zhou, Jinwen Ma, Shilei Wen:
Multi-Label Classification with Label Graph Superimposing. AAAI 2020: 12265-12272 - [c109]Wenpeng Hu, Mengyu Wang, Bing Liu, Feng Ji, Jinwen Ma, Dongyan Zhao:
Transformation of Dense and Sparse Text Representations. COLING 2020: 3257-3267 - [c108]Wenpeng Hu, Ran Le, Bing Liu, Jinwen Ma, Dongyan Zhao, Rui Yan:
Translation vs. Dialogue: A Comparative Analysis of Sequence-to-Sequence Modeling. COLING 2020: 4111-4122 - [c107]Zhengyang Shen, Lingshen He, Zhouchen Lin, Jinwen Ma:
PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions. ICML 2020: 8697-8706 - [c106]Tao Li, Jinwen Ma:
Functional Data Clustering Analysis via the Learning of Gaussian Processes with Wasserstein Distance. ICONIP (2) 2020: 393-403 - [c105]Tao Li, Jinwen Ma:
Simultaneous Inpainting and Colorization via Tensor Completion. ICONIP (1) 2020: 533-543 - [c104]Tao Li, Jinwen Ma:
T-SVD Based Non-convex Tensor Completion and Robust Principal Component Analysis. ICPR 2020: 6980-6987 - [c103]Wenpeng Hu, Mengyu Wang, Qi Qin, Jinwen Ma, Bing Liu:
HRN: A Holistic Approach to One Class Learning. NeurIPS 2020 - [i13]Ao Zhang, Jinwen Ma:
DefenseVGAE: Defending against Adversarial Attacks on Graph Data via a Variational Graph Autoencoder. CoRR abs/2006.08900 (2020) - [i12]Jie An, Tao Li, Haozhi Huang, Li Shen, Xuan Wang, Yongyi Tang, Jinwen Ma, Wei Liu, Jiebo Luo:
Real-time Universal Style Transfer on High-resolution Images via Zero-channel Pruning. CoRR abs/2006.09029 (2020) - [i11]Zhengyang Shen, Lingshen He, Zhouchen Lin, Jinwen Ma:
PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions. CoRR abs/2007.10408 (2020)
2010 – 2019
- 2019
- [j45]Di Wu, Jinwen Ma:
An effective EM algorithm for mixtures of Gaussian processes via the MCMC sampling and approximation. Neurocomputing 331: 366-374 (2019) - [c102]Bing Yu, Jingfeng Wu, Jinwen Ma, Zhanxing Zhu:
Tangent-Normal Adversarial Regularization for Semi-Supervised Learning. CVPR 2019: 10676-10684 - [c101]Md. Azizur Rahman, Jinwen Ma:
Solving Symmetric and Asymmetric Traveling Salesman Problems Through Probe Machine with Local Search. ICIC (1) 2019: 1-13 - [c100]Ya Wang, Weichuang Fang, Jinwen Ma, Xiangchen Li, Albert Zhong:
Automatic Badminton Action Recognition Using CNN with Adaptive Feature Extraction on Sensor Data. ICIC (1) 2019: 131-143 - [c99]Xiaoqing Li, Jiansheng Yang, Jinwen Ma:
CNN-SIFT Consecutive Searching and Matching for Wine Label Retrieval. ICIC (1) 2019: 250-261 - [c98]Jie An, Jingfeng Wu, Jinwen Ma:
Automatic Cloud Segmentation Based on Fused Fully Convolutional Networks. ICIC (1) 2019: 520-528 - [c97]Wenpeng Hu, Zhou Lin, Bing Liu, Chongyang Tao, Zhengwei Tao, Jinwen Ma, Dongyan Zhao, Rui Yan:
Overcoming Catastrophic Forgetting for Continual Learning via Model Adaptation. ICLR (Poster) 2019 - [c96]Yixin Li, Shengqin Tang, Yun Ye, Jinwen Ma:
Spatial-Aware Non-Local Attention for Fashion Landmark Detection. ICME 2019: 820-825 - [c95]Zhanxing Zhu, Jingfeng Wu, Bing Yu, Lei Wu, Jinwen Ma:
The Anisotropic Noise in Stochastic Gradient Descent: Its Behavior of Escaping from Sharp Minima and Regularization Effects. ICML 2019: 7654-7663 - [c94]Tao Li, Jinwen Ma:
Swarm Intelligence Based Ensemble Learning of Deep Neural Networks. ICONIP (4) 2019: 256-264 - [c93]Tao Li, Jinwen Ma:
Exploiting Cluster Structure in Probabilistic Matrix Factorization. ICONIP (5) 2019: 751-760 - [c92]Wenpeng Hu, Zhangming Chan, Bing Liu, Dongyan Zhao, Jinwen Ma, Rui Yan:
GSN: A Graph-Structured Network for Multi-Party Dialogues. IJCAI 2019: 5010-5016 - [c91]Kazi Shah Nawaz Ripon, Lasker Ershad Ali, Nazmul H. Siddique, Jinwen Ma:
Convolutional Neural Network based Eye Recognition from Distantly Acquired Face Images for Human Identification. IJCNN 2019: 1-8 - [i10]Yixin Li, Shengqin Tang, Yun Ye, Jinwen Ma:
Spatial-Aware Non-Local Attention for Fashion Landmark Detection. CoRR abs/1903.04104 (2019) - [i9]Tao Li, Jinwen Ma:
Non-convex Penalty for Tensor Completion and Robust PCA. CoRR abs/1904.10165 (2019) - [i8]Wenpeng Hu, Zhangming Chan, Bing Liu, Dongyan Zhao, Jinwen Ma, Rui Yan:
GSN: A Graph-Structured Network for Multi-Party Dialogues. CoRR abs/1905.13637 (2019) - [i7]Jie An, Haoyi Xiong, Jinwen Ma, Jiebo Luo, Jun Huan:
StyleNAS: An Empirical Study of Neural Architecture Search to Uncover Surprisingly Fast End-to-End Universal Style Transfer Networks. CoRR abs/1906.02470 (2019) - [i6]Jie An, Haoyi Xiong, Jiebo Luo, Jun Huan, Jinwen Ma:
Fast Universal Style Transfer for Artistic and Photorealistic Rendering. CoRR abs/1907.03118 (2019) - [i5]Wenpeng Hu, Mengyu Wang, Bing Liu, Feng Ji, Haiqing Chen, Dongyan Zhao, Jinwen Ma, Rui Yan:
Transformation of Dense and Sparse Text Representations. CoRR abs/1911.02914 (2019) - [i4]Ya Wang, Dongliang He, Fu Li, Xiang Long, Zhichao Zhou, Jinwen Ma, Shilei Wen:
Multi-Label Classification with Label Graph Superimposing. CoRR abs/1911.09243 (2019) - 2018
- [j44]Di Wu, Jinwen Ma:
A Two-Layer Mixture Model of Gaussian Process Functional Regressions and Its MCMC EM Algorithm. IEEE Trans. Neural Networks Learn. Syst. 29(10): 4894-4904 (2018) - [c90]Taihong Xiao, Jiapeng Hong, Jinwen Ma:
ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes. ECCV (10) 2018: 172-187 - [c89]Yixin Li, Yajun Zou, Jinwen Ma:
DeepLayout: A Semantic Segmentation Approach to Page Layout Analysis. ICIC (3) 2018: 266-277 - [c88]Tao Li, Jinwen Ma:
Bayesian Probit Model with Lα and Elastic Net Regularization. ICIC (1) 2018: 309-321 - [c87]Wenpeng Hu, Bing Liu, Jinwen Ma, Dongyan Zhao, Rui Yan:
Aspect-based Question Generation. ICLR (Workshop) 2018 - [c86]Taihong Xiao, Jiapeng Hong, Jinwen Ma:
DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images. ICLR (Workshop) 2018 - [c85]Longbo Zhao, Jinwen Ma:
A Specialized Probability Density Function for the Input of Mixture of Gaussian Processes. IFIP TC12 ICIS 2018: 70-80 - [c84]Daqing Wu, Jinwen Ma:
Related Text Discovery Through Consecutive Filtering and Supervised Learning. IFIP TC12 ICIS 2018: 211-220 - [c83]Zhe Qiang, Jinwen Ma:
Model Selection Prediction for the Mixture of Gaussian Processes with RJMCMC. IFIP TC12 ICIS 2018: 310-317 - [c82]Md. Azizur Rahman, Jinwen Ma:
Probe Machine Based Consecutive Route Filtering Approach to Symmetric Travelling Salesman Problem. IFIP TC12 ICIS 2018: 378-387 - [c81]Wenli Zheng, Jinwen Ma:
Automatic Fault Detection for 2D Seismic Data Based on the Seismic Coherence of Mutative Scale Analysis Window. IFIP TC12 ICIS 2018: 391-400 - [i3]Zhanxing Zhu, Jingfeng Wu, Bing Yu, Lei Wu, Jinwen Ma:
The Regularization Effects of Anisotropic Noise in Stochastic Gradient Descent. CoRR abs/1803.00195 (2018) - [i2]Taihong Xiao, Jiapeng Hong, Jinwen Ma:
ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes. CoRR abs/1803.10562 (2018) - 2017
- [c80]Taihong Xiao, Jinwen Ma:
An Integrated Learning Framework for Pedestrian Tracking. ICIC (3) 2017: 95-106 - [c79]Yixin Li, Jinwen Ma:
A Unified Deep Neural Network for Scene Text Detection. ICIC (1) 2017: 101-112 - [c78]Lasker Ershad Ali, Junfeng Luo, Jinwen Ma:
Effective Iris Recognition for Distant Images Using Log-Gabor Wavelet Based Contourlet Transform Features. ICIC (1) 2017: 293-303 - [c77]Md. Shamim Reza, Jinwen Ma:
Quantile Kurtosis in ICA and Integrated Feature Extraction for Classification. ICIC (1) 2017: 681-692 - [c76]Shuanglong Liu, Chao Zhang, Jinwen Ma:
CNN-LSTM Neural Network Model for Quantitative Strategy Analysis in Stock Markets. ICONIP (2) 2017: 198-206 - [c75]Wei Zhao, Jinwen Ma:
End-to-End Scene Text Recognition with Character Centroid Prediction. ICONIP (3) 2017: 291-299 - [c74]Kazi Shah Nawaz Ripon, Lasker Ershad Ali, Sarfaraz Newaz, Jinwen Ma:
A Multi-objective Evolutionary Algorithm for Color Image Segmentation. MIKE 2017: 168-177 - [i1]Taihong Xiao, Jiapeng Hong, Jinwen Ma:
DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images. CoRR abs/1711.05415 (2017) - 2016
- [j43]Yunsheng Jiang, Chenglin Liu, Jinwen Ma:
BYY harmony learning of t-mixtures with the application to image segmentation based on contourlet texture features. Neurocomputing 188: 262-274 (2016) - [c73]Shuanglong Liu, Chao Zhang, Jinwen Ma:
Stacked Auto-Encoders for Feature Extraction with Neural Networks. BIC-TA (1) 2016: 377-384 - [c72]Shuanglong Liu, Jinwen Ma:
Stock Price Prediction Through the Mixture of Gaussian Processes via the Precise Hard-cut EM Algorithm. ICIC (3) 2016: 282-293 - [c71]Di Wu, Jinwen Ma:
A DAEM Algorithm for Mixtures of Gaussian Process Functional Regressions. ICIC (3) 2016: 294-303 - 2015
- [j42]Mohammad Farhad Bulbul, Yunsheng Jiang, Jinwen Ma:
DMMs-Based Multiple Features Fusion for Human Action Recognition. Int. J. Multim. Data Eng. Manag. 6(4): 23-39 (2015) - [j41]Xu Chen, Yanqiao Zhu, Fuhai Li, Zeyi Zheng, Eric C. Chang, Jinwen Ma, Stephen T. C. Wong:
Accurate segmentation of touching cells in multi-channel microscopy images with geodesic distance based clustering. Neurocomputing 149: 39-47 (2015) - [j40]Wenli Zheng, Zhijie Ren, Yifan Zhou, Jinwen Ma:
BYY harmony learning of log-normal mixtures with automated model selection. Neurocomputing 151: 1015-1026 (2015) - [j39]Yongsheng Dong, Dacheng Tao, Xuelong Li, Jinwen Ma, Jiexin Pu:
Texture Classification and Retrieval Using Shearlets and Linear Regression. IEEE Trans. Cybern. 45(3): 358-369 (2015) - [c70]Mohammad Farhad Bulbul, Yunsheng Jiang, Jinwen Ma:
Human Action Recognition Based on DMMs, HOGs and Contourlet Transform. BigMM 2015: 389-394 - [c69]Yunsheng Jiang, Jinwen Ma:
Combination features and models for human detection. CVPR 2015: 240-248 - [c68]Ziyi Chen, Jinwen Ma:
The Hard-Cut EM Algorithm for Mixture of Sparse Gaussian Processes. ICIC (3) 2015: 13-24 - [c67]Mohammad Farhad Bulbul, Yunsheng Jiang, Jinwen Ma:
Real-Time Human Action Recognition Using DMMs-Based LBP and EOH Features. ICIC (1) 2015: 271-282 - [c66]Junfeng Luo, Jinwen Ma:
Image segmentation with the competitive learning based MS model. ICIP 2015: 182-186 - [c65]Di Wu, Ziyi Chen, Jinwen Ma:
An MCMC Based EM Algorithm for Mixtures of Gaussian Processes. ISNN 2015: 327-334 - [c64]Zhe Qiang, Jinwen Ma:
Automatic Model Selection of the Mixtures of Gaussian Processes for Regression. ISNN 2015: 335-344 - [c63]Longbo Zhao, Ziyi Chen, Jinwen Ma:
An Effective Model Selection Criterion for Mixtures of Gaussian Processes. ISNN 2015: 345-354 - [c62]Zhongyu Wang, Jinwen Ma:
Modularity Dominated Density Based Merging Search for Community Discovery. SMC 2015: 2742-2748 - 2014
- [j38]Lei Huang, Fuhai Li, Jianting Sheng, Xiaofeng Xia, Jinwen Ma, Ming Zhan, Stephen T. C. Wong:
DrugComboRanker: drug combination discovery based on target network analysis. Bioinform. 30(12): 228-236 (2014) - [c61]Ziyi Chen, Jinwen Ma, Yatong Zhou:
A Precise Hard-Cut EM Algorithm for Mixtures of Gaussian Processes. ICIC (2) 2014: 68-75 - [c60]Chenglin Liu, Jinwen Ma:
Automatic Non-negative Matrix Factorization Clustering with Competitive Sparseness Constraints. ICIC (2) 2014: 118-125 - [c59]Chenglin Liu, Jinwen Ma:
Unsupervised Image Segmentation Based on Contourlet Texture Features and BYY Harmony Learning of t-Mixtures. ICIC (1) 2014: 495-501 - [c58]Yue Zhao, Jinwen Ma:
Kernel Parameter Optimization for KFDA Based on the Maximum Margin Criterion. ISNN 2014: 330-337 - [c57]Yunsheng Jiang, Jinwen Ma:
Fast and Effective Image Segmentation via Superpixels and Adaptive Thresholding. ISNN 2014: 568-575 - [c56]Wenli Zheng, Jinwen Ma:
Diagonal Log-Normal Generalized RBF Neural Network for Stock Price Prediction. ISNN 2014: 576-583 - [c55]Hongyan Wang, Jinwen Ma:
Dynamically regularized harmony learning of Gaussian mixtures. SMC 2014: 1158-1164 - 2013
- [j37]Chenglin Liu, Jinwen Ma, Chung-Che Jeff Chang, Xiaobo Zhou:
FusionQ: a novel approach for gene fusion detection and quantification from paired-end RNA-Seq. BMC Bioinform. 14: 193 (2013) - [j36]Fuhai Li, Hua Tan, Jaykrishna Singh, Jian Yang, Xiaofeng Xia, Jiguang Bao, Jinwen Ma, Ming Zhan, Stephen T. C. Wong:
A 3D multiscale model of cancer stem cell in tumor development. BMC Syst. Biol. 7(S-2): S12 (2013) - [j35]Yongsheng Dong, Jinwen Ma:
Feature extraction through contourlet subband clustering for texture classification. Neurocomputing 116: 157-164 (2013) - [j34]Chonglun Fang, Wei Jin, Jinwen Ma:
k′-Means algorithms for clustering analysis with frequency sensitive discrepancy metrics. Pattern Recognit. Lett. 34(5): 580-586 (2013) - [c54]Yifan Zhou, Zhijie Ren, Jinwen Ma:
Automated Model Selection and Parameter Estimation of Log-Normal Mixtures via BYY Harmony Learning. ICIC (3) 2013: 67-72 - [c53]Yanqiao Zhu, Anhui Wang, Jinwen Ma:
Two-Phase Image Segmentation with the Competitive Learning Based Chan-Vese (CLCV) Model. ICIC (1) 2013: 183-191 - [c52]Yue Zhao, Shuyi Zhang, Jinwen Ma:
Kernel k'-means Algorithm for Clustering Analysis. ICIC (2) 2013: 234-243 - [c51]Jinwen Ma, Tammam Tillo, Bailing Zhang, Zhao Wang, Eng Gee Lim:
Novel training and comparison method for blood detection in wireless capsule endoscopy images. ISMICT 2013: 56-60 - [c50]Xu Chen, Yanqiao Zhu, Fuhai Li, Zeyi Zheng, Eric Chang, Jinwen Ma, Stephen T. C. Wong:
A Novel Geodesic Distance Based Clustering Approach to Delineating Boundaries of Touching Cells. ISNN (2) 2013: 315-322 - [c49]Yue Zhao, Jinwen Ma:
Local Fisher Discriminant Analysis with Locally Linear Embedding Affinity Matrix. ISNN (1) 2013: 471-478 - 2012
- [j33]Yongsheng Dong, Jinwen Ma:
Bayesian Texture Classification Based on Contourlet Transform and BYY Harmony Learning of Poisson Mixtures. IEEE Trans. Image Process. 21(3): 909-918 (2012) - [c48]Yongsheng Dong, Jinwen Ma:
Statistical Contourlet Subband Characterization for Texture Image Retrieval. ICIC (2) 2012: 495-502 - [c47]Hua Tan, Fuhai Li, Jaykrishna Singh, Xiaofeng Xia, Derek Cridebring, Jian Yang, Ming Zhan, Stephen T. C. Wong, Jiguang Bao, Jinwen Ma:
A 3-dimentional multiscale model to simulate tumor progression in response to interactions between cancer stem cells and tumor microenvironmental factors. ISB 2012: 297-303 - [c46]Yongsheng Dong, Jinwen Ma:
An Efficient Histogram-Based Texture Classification Method with Weighted Symmetrized Kullback-Leibler Divergence. ISNN (2) 2012: 46-55 - 2011
- [j32]Xiaowu Li, Chunlai Mu, Jinwen Ma, Linke Hou:
Fifth-order iterative method for finding multiple roots of nonlinear equations. Numer. Algorithms 57(3): 389-398 (2011) - [j31]Yan Yang, Jinwen Ma:
Asymptotic Convergence Properties of the EM Algorithm for Mixture of Experts. Neural Comput. 23(8): 2140-2168 (2011) - [j30]Yongsheng Dong, Jinwen Ma:
Wavelet-Based Image Texture Classification Using Local Energy Histograms. IEEE Signal Process. Lett. 18(4): 247-250 (2011) - [c45]Yanqiao Zhu, Fuhai Li, Derek Cridebring, Jinwen Ma, Stephen T. C. Wong, Tegy J. Vadakkan, Mei Zhang, John Landua, Wei Wei, Mary E. Dickinson, Jeffrey M. Rosen, Michael T. Lewis:
Coupling Oriented Hidden Markov Random Field Model with Local Clustering for Segmenting Blood Vessels and Measuring Spatial Structures in Images of Tumor Microenvironment. BIBM 2011: 352-357 - [c44]Yongsheng Dong, Jinwen Ma:
Texture Classification Based on Contourlet Subband Clustering. ICIC (2) 2011: 421-426 - [c43]Yongsheng Dong, Jinwen Ma:
Contourlet-Based Texture Classification with Product Bernoulli Distributions. ISNN (2) 2011: 9-18 - [c42]Hongyan Wang, Jinwen Ma:
Simultaneous Model Selection and Feature Selection via BYY Harmony Learning. ISNN (2) 2011: 47-56 - [c41]Chonglun Fang, Jinwen Ma:
A Fixed-Point EM Algorithm for Straight Line Detection. ISNN (2) 2011: 136-143 - [c40]Yan Yang, Jinwen Ma:
An Efficient EM Approach to Parameter Learning of the Mixture of Gaussian Processes. ISNN (2) 2011: 165-174 - 2010
- [j29]Xiaowu Li, Chunlai Mu, Jinwen Ma, Chan Wang:
Sixteenth-order method for nonlinear equations. Appl. Math. Comput. 215(10): 3754-3758 (2010) - [j28]Fei Ge, Jinwen Ma:
Spurious Solution of the Maximum Likelihood Approach to ICA. IEEE Signal Process. Lett. 17(7): 655-658 (2010) - [j27]Fuhai Li, Xiaobo Zhou, Jinwen Ma, Stephen T. C. Wong:
Multiple Nuclei Tracking Using Integer Programming for Quantitative Cancer Cell Cycle Analysis. IEEE Trans. Medical Imaging 29(1): 96-105 (2010) - [c39]Fei Ge, Jinwen Ma:
An Efficient Pairwise Kurtosis Optimization Algorithm for Independent Component Analysis. ICIC (3) 2010: 94-101 - [c38]Yanqiao Zhu, Jinwen Ma:
A Stage by Stage Pruning Algorithm for Detecting the Number of Clusters in a Dataset. ICIC (1) 2010: 222-229 - [c37]Wei Wang, Jinwen Ma:
Density Based Merging Search of Functional Modules in Protein-Protein Interaction (PPI) Networks. ICIC (1) 2010: 634-641
2000 – 2009
- 2009
- [j26]Jinwen Ma, Jianfeng Liu, Zhijie Ren:
Parameter estimation of Poisson mixture with automated model selection through BYY harmony learning. Pattern Recognit. 42(11): 2659-2670 (2009) - [c36]Chonglun Fang, Jinwen Ma:
A Novel k'-Means Algorithm for Clustering Analysis. BMEI 2009: 1-5 - [c35]Lin Wang, Jinwen Ma:
A Kurtosis and Skewness Based Criterion for Model Selection on Gaussian Mixture. BMEI 2009: 1-5 - [c34]Yan Yang, Jinwen Ma:
A Single Loop EM Algorithm for the Mixture of Experts Architecture. ISNN (2) 2009: 959-968 - 2008
- [j25]Lei Li, Jinwen Ma:
A BYY scale-incremental EM algorithm for Gaussian mixture learning. Appl. Math. Comput. 205(2): 832-840 (2008) - [j24]Wei Xiong, Zhibin Cai, Jinwen Ma:
ADSRPCL-SVM Approach to Informative Gene Analysis. Genom. Proteom. Bioinform. 6(2): 83-90 (2008) - [j23]Fuhai Li, Xiaobo Zhou, Jinmin Zhu, Weiming Xia, Jinwen Ma, Stephen T. C. Wong:
Workflow and Methods of High-Content Time-Lapse Analysis for Quantifying Intracellular Calcium Signals. Neuroinformatics 6(2): 97-108 (2008) - [j22]Jinwen Ma, Xuefeng He:
A fast fixed-point BYY harmony learning algorithm on Gaussian mixture with automated model selection. Pattern Recognit. Lett. 29(6): 701-711 (2008) - [c33]Hengyu Wang, Lei Li, Jinwen Ma:
The Competitive EM Algorithm for Gaussian Mixtures with BYY Harmony Criterion. ICIC (1) 2008: 552-560 - [c32]Jinwen Ma, Lei Li:
Automatic Straight Line Detection through Fixed-Point BYY Harmony Learning. ICIC (1) 2008: 569-576 - [c31]Fei Ge, Jinwen Ma:
Analysis of the Kurtosis-Sum Objective Function for ICA. ISNN (1) 2008: 579-588 - [c30]Zhijie Ren, Jinwen Ma:
BYY Harmony Learning on Weibull Mixture with Automated Model Selection. ISNN (1) 2008: 589-599 - [c29]Lei Li, Jinwen Ma:
A BYY Split-and-Merge EM Algorithm for Gaussian Mixture Learning. ISNN (1) 2008: 600-609 - [c28]Gang Chen, Lei Li, Jinwen Ma:
A Gradient BYY Harmony Learning Algorithm for Straight Line Detection. ISNN (1) 2008: 618-626 - 2007
- [j21]Jinwen Ma, Jianfeng Liu:
The BYY annealing learning algorithm for Gaussian mixture with automated model selection. Pattern Recognit. 40(7): 2029-2037 (2007) - [c27]Jianfeng Liu, Jinwen Ma:
An Adaptive Gradient BYY Learning Rule for Poisson Mixture with Automated Model Selection. ICIC (1) 2007: 1059-1069 - [c26]Kai Huang, Le Wang, Jinwen Ma:
Efficient Training of RBF Networks Via the BYY Automated Model Selection Learning Algorithms. ISNN (1) 2007: 1183-1192 - [c25]Liangliang Wang, Jinwen Ma:
Informative Gene Set Selection Via Distance Sensitive Rival Penalized Competitive Learning and Redundancy Analysis. ISNN (1) 2007: 1227-1236 - [c24]Xuefeng He, Jun Yan, Jinwen Ma, Ning Liu, Zheng Chen:
Query topic detection for reformulation. WWW 2007: 1187-1188 - 2006
- [j20]Jinwen Ma, Le Wang:
BYY Harmony Learning on Finite Mixture: Adaptive Gradient Implementation and A Floating RPCL Mechanism. Neural Process. Lett. 24(1): 19-40 (2006) - [j19]Jinwen Ma, Taijun Wang:
A cost-function approach to rival penalized competitive learning (RPCL). IEEE Trans. Syst. Man Cybern. Part B 36(4): 722-737 (2006) - [c23]Jinwen Ma, Dengpan Gao, Fei Ge, Shun-ichi Amari:
A One-Bit-Matching Learning Algorithm for Independent Component Analysis. ICA 2006: 173-180 - [c22]Jinwen Ma, Zhe Chen, Shun-ichi Amari:
Analysis of Feasible Solutions of the ICA Problem Under the One-Bit-Matching Condition. ICA 2006: 838-845 - [c21]Zhe Chen, Jinwen Ma:
Contrast Functions for Non-circular and Circular Sources Separation in Complex-Valued ICA. IJCNN 2006: 465-472 - [c20]Jinwen Ma:
Automated Model Selection (AMS) on Finite Mixtures: A Theoretical Analysis. IJCNN 2006: 4139-4145 - [c19]Jinwen Ma, Bin Cao:
The Mahalanobis Distance Based Rival Penalized Competitive Learning Algorithm. ISNN (1) 2006: 442-447 - [c18]Zhiwu Lu, Jinwen Ma:
A Gradient Entropy Regularized Likelihood Learning Algorithm on Gaussian Mixture with Automatic Model Selection. ISNN (1) 2006: 464-469 - 2005
- [j18]Jinwen Ma, Lei Xu:
Asymptotic convergence properties of the EM algorithm with respect to the overlap in the mixture. Neurocomputing 68: 105-129 (2005) - [j17]Dengpan Gao, Jinwen Ma, QianSheng Cheng:
An alternative switching criterion for independent component analysis (ICA). Neurocomputing 68: 267-272 (2005) - [j16]Jinwen Ma, Bin Gao, Yang Wang, QianSheng Cheng:
Conjugate and natural gradient rules for BYY harmony learning on Gaussian mixture with automated model selection. Int. J. Pattern Recognit. Artif. Intell. 19(5): 701-713 (2005) - [j15]Jinwen Ma, Zhiyong Liu, Lei Xu:
A Further Result on the ICA One-Bit-Matching Conjecture. Neural Comput. 17(2): 331-334 (2005) - [j14]Jinwen Ma, Shuqun Fu:
On the correct convergence of the EM algorithm for Gaussian mixtures. Pattern Recognit. 38(12): 2602-2611 (2005) - [c17]Fuhai Li, Jinwen Ma, Dezhi Huang:
MFCC and SVM Based Recognition of Chinese Vowels. CIS (2) 2005: 812-819 - [c16]Jinwen Ma, Fei Ge, Dengpan Gao:
Two Adaptive Matching Learning Algorithms for Independent Component Analysis. CIS (1) 2005: 915-920 - [c15]Jinwen Ma, Qi-Cai He:
A Dynamic Merge-or-Split Learning Algorithm on Gaussian Mixture for Automated Model Selection. IDEAL 2005: 203-210 - [c14]Zhiwu Lu, QianSheng Cheng, Jinwen Ma:
A Gradient BYY Harmony Learning Algorithm on Mixture of Experts for Curve Detection. IDEAL 2005: 250-257 - [c13]Jun Luo, Jinwen Ma:
A Multi-population chi2 Test Approach to Informative Gene Selection. IDEAL 2005: 406-413 - [c12]Jinwen Ma, Fuhai Li, Jianfeng Liu:
Non-parametric Statistical Tests for Informative Gene Selection. ISNN (3) 2005: 697-702 - [c11]Fei Ge, Jinwen Ma:
An Information Criterion for Informative Gene Selection. ISNN (3) 2005: 703-708 - [c10]Dengpan Gao, Jinwen Ma, QianSheng Cheng:
A Step by Step Optimization Approach to Independent Component Analysis. ISNN (1) 2005: 955-960 - 2004
- [j13]Jinwen Ma, Taijun Wang, Lei Xu:
A gradient BYY harmony learning rule on Gaussian mixture with automated model selection. Neurocomputing 56: 481-487 (2004) - [j12]Jinwen Ma:
The capacity of time-delay recurrent neural network for storing spatio-temporal sequences. Neurocomputing 62: 19-37 (2004) - [j11]Jinwen Ma, Taijun Wang:
Entropy Penalized Automated Model Selection On Gaussian Mixture. Int. J. Pattern Recognit. Artif. Intell. 18(8): 1501-1512 (2004) - [j10]Jianwei Wu, Jinwen Ma, QianSheng Cheng:
Further Results on the Asymptotic Memory Capacity of the Generalized Hopfield Network. Neural Process. Lett. 20(1): 23-38 (2004) - [c9]Jinwen Ma, Zhiyong Liu, Lei Xu:
Local Separation Property of the Two-Source ICA Problem with the One-Bit-Matching Condition. IDEAL 2004: 684-689 - [c8]Jinwen Ma, Bin Gao, Yang Wang, QianSheng Cheng:
Two Further Gradient BYY Learning Rules for Gaussian Mixture with Automated Model Selection. IDEAL 2004: 690-695 - [c7]Lin Deng, Jian Pei, Jinwen Ma, Dik Lun Lee:
A rank sum test method for informative gene discovery. KDD 2004: 410-419 - [c6]Hua-Jun Zeng, Qi-Cai He, Zheng Chen, Wei-Ying Ma, Jinwen Ma:
Learning to cluster web search results. SIGIR 2004: 210-217 - 2003
- [j9]Jinwen Ma:
A Hybrid Neural Network of Addressable and Content-Addressable Memory. Int. J. Neural Syst. 13(3): 205-213 (2003) - [j8]Jinwen Ma, Hongya Ge:
MMSE-based groupwise successive interference cancellation scheme for multirate CDMA systems. Int. J. Satell. Commun. Netw. 21(1): 127-141 (2003) - [j7]Jinwen Ma, Hongya Ge:
Space-Time Receiver for Multi-Rate CDMA Systems: Multi-Code and Variable Spreading Length Access Methods Comparison. Wirel. Pers. Commun. 27(2): 125-147 (2003) - 2001
- [j6]Jinwen Ma:
A Neural Network Approach to Real-Time Pattern Recognition. Int. J. Pattern Recognit. Artif. Intell. 15(6): 937-947 (2001) - [j5]Jinwen Ma, Lei Xu, Michael I. Jordan:
Asymptotic Convergence Rate of the EM Algorithm for Gaussian Mixtures. Neural Comput. 12(12): 2881-2907 (2001) - 2000
- [c5]Jinwen Ma, Hongya Ge:
Groupwise Successive Interference Cancellation for Multirate CDMA Based on MMSE Criterion. ICC (2) 2000: 1174-1178
1990 – 1999
- 1999
- [j4]Jinwen Ma:
The Object Perceptron Learning Algorithm on Generalised Hopfield Networks for Associative Memory. Neural Comput. Appl. 8(1): 25-32 (1999) - [j3]Jinwen Ma:
The asymptotic memory capacity of the generalized Hopfield network. Neural Networks 12(9): 1207-1212 (1999) - 1998
- [c4]Hongya Ge, Jinwen Ma:
Multi-rate LMMSE detectors for asynchronous multi-rate CDMA systems. ICC 1998: 714-718 - [c3]Jinwen Ma, Lei Xu:
The Correct Convergence of the Rival Penalized Competitive Learning (RPCL) Algorithm. ICONIP 1998: 239-242 - [c2]Jinwen Ma:
The Memory Capacity of Recurrent Neural Networks for Storing Spatio-Temporal Sequences. ICONIP 1998: 947-950 - [c1]Jinwen Ma, Hongya Ge:
Modified multi-rate detection for frequency selective Rayleigh fading CDMA channels. PIMRC 1998: 1304-1308 - 1997
- [j2]Jinwen Ma:
Simplex Memory Neural Networks. Neural Networks 10(1): 25-29 (1997) - [j1]Jinwen Ma:
The Stability of the Generalized Hopfield Networks in Randomly Asynchronous Mode. Neural Networks 10(6): 1109-1116 (1997)
Coauthor Index
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