Jinwen Ma
Orcid: 0000-0002-7388-4295Affiliations:
- Peking University,Department of Information Science, China
According to our database1,
Jinwen Ma
authored at least 218 papers
between 1997 and 2025.
Collaborative distances:
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Bibliography
2025
Pattern Recognit., 2025
2024
Improving Seismic Fault Recognition with Self-Supervised Pre-Training: A Study of 3D Transformer-Based with Multi-Scale Decoding and Fusion.
Remote. Sens., March, 2024
Criterion-based Heterogeneous Collaborative Filtering for Multi-behavior Implicit Recommendation.
ACM Trans. Knowl. Discov. Data, January, 2024
Seismic Fault SAM: Adapting SAM with Lightweight Modules and 2.5D Strategy for Fault Detection.
CoRR, 2024
SwapTalk: Audio-Driven Talking Face Generation with One-Shot Customization in Latent Space.
CoRR, 2024
Geometry-Guided Conditional Adaptation for Surrogate Models of Large-Scale 3D PDEs on Arbitrary Geometries.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
DefenseVGAE: Defending Against Adversarial Attacks on Graph Data via a Variational Graph Autoencoder.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024
A Fusion Framework of Whitespace Smear Cutting and Swin Transformer for Document Layout Analysis.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024
FltLM: An Intergrated Long-Context Large Language Model for Effective Context Filtering and Understanding.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024
2023
Self-Attention-Based Deep Convolution LSTM Framework for Sensor-Based Badminton Activity Recognition.
Sensors, October, 2023
Sci. China Inf. Sci., March, 2023
Dirichlet process mixture of Gaussian process functional regressions and its variational EM algorithm.
Pattern Recognit., 2023
Fine-grained image retrieval by combining attention mechanism and context information.
Neural Comput. Appl., 2023
Is Bigger Always Better? An Empirical Study on Efficient Architectures for Style Transfer and Beyond.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023
Proceedings of the Neural Information Processing - 30th International Conference, 2023
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023
Towards a Unified Theoretical Understanding of Non-contrastive Learning via Rank Differential Mechanism.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023
UCLD-Net: Decoupling Network via Unsupervised Contrastive Learning for Image Dehazing.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023
Automatic Text Extractive Summarization Based on Text Graph Representation and Attention Matrix.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023
Automatic Model Selection Algorithm Based on BYY Harmony Learning for Mixture of Gaussian Process Functional Regressions Models.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
Pattern Recognit. Lett., 2022
PeerJ Comput. Sci., 2022
Automated identification of human gastrointestinal tract abnormalities based on deep convolutional neural network with endoscopic images.
Intell. Syst. Appl., 2022
On theoretical justification of the forward-backward algorithm for the variational learning of Bayesian hidden Markov models.
IET Signal Process., 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Intelligent Computing Methodologies - 18th International Conference, 2022
Proceedings of the Computer Vision - ACCV 2022, 2022
2021
Compact Interchannel Sampling Difference Descriptor for Color Texture Classification.
IEEE Trans. Circuits Syst. Video Technol., 2021
Mixture of robust Gaussian processes and its hard-cut EM algorithm with variational bounding approximation.
Neurocomputing, 2021
On Automatic Text Extractive Summarization Based on Graph and pre-trained Language Model Attention.
CoRR, 2021
Criterion-based Heterogeneous Collaborative Filtering for Multi-behavior Implicit Recommendation.
CoRR, 2021
PDO-eS<sup>2</sup>CNNs: Partial Differential Operator Based Equivariant Spherical CNNs.
CoRR, 2021
Automated multi-class classification of skin lesions through deep convolutional neural network with dermoscopic images.
Comput. Medical Imaging Graph., 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the Neural Information Processing - 28th International Conference, 2021
Proceedings of the Neural Information Processing - 28th International Conference, 2021
Proceedings of the Neural Information Processing - 28th International Conference, 2021
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021
Deep Learning Based Semantic Page Segmentation of Document Images in Chinese and English.
Proceedings of the Intelligent Computing Theories and Application, 2021
Proceedings of the Intelligent Computing Theories and Application, 2021
Non-central Student-t Mixture of Student-t Processes for Robust Regression and Prediction.
Proceedings of the Intelligent Computing Theories and Application, 2021
STDA-inf: Style Transfer for Data Augmentation Through In-data Training and Fusion Inference.
Proceedings of the Intelligent Computing Theories and Application, 2021
Proceedings of the Intelligent Computing Theories and Application, 2021
Composition-Enhanced Graph Collaborative Filtering for Multi-behavior Recommendation.
Proceedings of the IEEE International Conference on Data Mining, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Deep learning-based automated detection of human knee joint's synovial fluid from magnetic resonance images with transfer learning.
IET Image Process., 2020
Real-time Universal Style Transfer on High-resolution Images via Zero-channel Pruning.
CoRR, 2020
Large Scale Category-Structured Image Retrieval for Object Identification Through Supervised Learning of CNN and SURF-Based Matching.
IEEE Access, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Functional Data Clustering Analysis via the Learning of Gaussian Processes with Wasserstein Distance.
Proceedings of the Neural Information Processing - 27th International Conference, 2020
Proceedings of the Neural Information Processing - 27th International Conference, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
An effective EM algorithm for mixtures of Gaussian processes via the MCMC sampling and approximation.
Neurocomputing, 2019
StyleNAS: An Empirical Study of Neural Architecture Search to Uncover Surprisingly Fast End-to-End Universal Style Transfer Networks.
CoRR, 2019
Convolutional Neural Network based Eye Recognition from Distantly Acquired Face Images for Human Identification.
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Proceedings of the Neural Information Processing - 26th International Conference, 2019
Proceedings of the Neural Information Processing - 26th International Conference, 2019
The Anisotropic Noise in Stochastic Gradient Descent: Its Behavior of Escaping from Sharp Minima and Regularization Effects.
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the IEEE International Conference on Multimedia and Expo, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Automatic Badminton Action Recognition Using CNN with Adaptive Feature Extraction on Sensor Data.
Proceedings of the Intelligent Computing Theories and Application, 2019
Solving Symmetric and Asymmetric Traveling Salesman Problems Through Probe Machine with Local Search.
Proceedings of the Intelligent Computing Theories and Application, 2019
Proceedings of the Intelligent Computing Theories and Application, 2019
Proceedings of the Intelligent Computing Theories and Application, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
A Two-Layer Mixture Model of Gaussian Process Functional Regressions and Its MCMC EM Algorithm.
IEEE Trans. Neural Networks Learn. Syst., 2018
CoRR, 2018
Automatic Fault Detection for 2D Seismic Data Based on the Seismic Coherence of Mutative Scale Analysis Window.
Proceedings of the Intelligence Science II, 2018
A Specialized Probability Density Function for the Input of Mixture of Gaussian Processes.
Proceedings of the Intelligence Science II, 2018
Proceedings of the Intelligence Science II, 2018
Probe Machine Based Consecutive Route Filtering Approach to Symmetric Travelling Salesman Problem.
Proceedings of the Intelligence Science II, 2018
Proceedings of the Intelligence Science II, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the 6th International Conference on Learning Representations, 2018
Proceedings of the Intelligent Computing Methodologies - 14th International Conference, 2018
Proceedings of the Intelligent Computing Theories and Application, 2018
ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes.
Proceedings of the Computer Vision - ECCV 2018, 2018
2017
Proceedings of the Mining Intelligence and Knowledge Exploration, 2017
Proceedings of the Neural Information Processing - 24th International Conference, 2017
Proceedings of the Neural Information Processing - 24th International Conference, 2017
Proceedings of the Intelligent Computing Methodologies - 13th International Conference, 2017
Proceedings of the Intelligent Computing Theories and Application, 2017
Proceedings of the Intelligent Computing Theories and Application, 2017
Effective Iris Recognition for Distant Images Using Log-Gabor Wavelet Based Contourlet Transform Features.
Proceedings of the Intelligent Computing Theories and Application, 2017
2016
BYY harmony learning of t-mixtures with the application to image segmentation based on contourlet texture features.
Neurocomputing, 2016
Proceedings of the Intelligent Computing Methodologies - 12th International Conference, 2016
Stock Price Prediction Through the Mixture of Gaussian Processes via the Precise Hard-cut EM Algorithm.
Proceedings of the Intelligent Computing Methodologies - 12th International Conference, 2016
Proceedings of the Bio-inspired Computing - Theories and Applications, 2016
2015
IEEE Trans. Cybern., 2015
Neurocomputing, 2015
Accurate segmentation of touching cells in multi-channel microscopy images with geodesic distance based clustering.
Neurocomputing, 2015
Int. J. Multim. Data Eng. Manag., 2015
Proceedings of the 2015 IEEE International Conference on Systems, 2015
Proceedings of the Advances in Neural Networks - ISNN 2015, 2015
Proceedings of the Advances in Neural Networks - ISNN 2015, 2015
Proceedings of the Advances in Neural Networks - ISNN 2015, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the Advanced Intelligent Computing Theories and Applications, 2015
Proceedings of the Intelligent Computing Theories and Methodologies, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015
2014
Bioinform., 2014
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Proceedings of the Advances in Neural Networks - ISNN 2014, 2014
Proceedings of the Advances in Neural Networks - ISNN 2014, 2014
Proceedings of the Advances in Neural Networks - ISNN 2014, 2014
Automatic Non-negative Matrix Factorization Clustering with Competitive Sparseness Constraints.
Proceedings of the Intelligent Computing Methodologies - 10th International Conference, 2014
Unsupervised Image Segmentation Based on Contourlet Texture Features and BYY Harmony Learning of t-Mixtures.
Proceedings of the Intelligent Computing Theory - 10th International Conference, 2014
Proceedings of the Intelligent Computing Methodologies - 10th International Conference, 2014
2013
<i>k</i><sup>′</sup>-Means algorithms for clustering analysis with frequency sensitive discrepancy metrics.
Pattern Recognit. Lett., 2013
Neurocomputing, 2013
BMC Syst. Biol., 2013
FusionQ: a novel approach for gene fusion detection and quantification from paired-end RNA-Seq.
BMC Bioinform., 2013
Proceedings of the Advances in Neural Networks - ISNN 2013, 2013
A Novel Geodesic Distance Based Clustering Approach to Delineating Boundaries of Touching Cells.
Proceedings of the Advances in Neural Networks - ISNN 2013, 2013
Novel training and comparison method for blood detection in wireless capsule endoscopy images.
Proceedings of the 7th International Symposium on Medical Information and Communication Technology, 2013
Two-Phase Image Segmentation with the Competitive Learning Based Chan-Vese (CLCV) Model.
Proceedings of the Intelligent Computing Theories - 9th International Conference, 2013
Automated Model Selection and Parameter Estimation of Log-Normal Mixtures via BYY Harmony Learning.
Proceedings of the Emerging Intelligent Computing Technology and Applications, 2013
Proceedings of the Intelligent Computing Theories and Technology, 2013
2012
Bayesian Texture Classification Based on Contourlet Transform and BYY Harmony Learning of Poisson Mixtures.
IEEE Trans. Image Process., 2012
An Efficient Histogram-Based Texture Classification Method with Weighted Symmetrized Kullback-Leibler Divergence.
Proceedings of the Advances in Neural Networks - ISNN 2012, 2012
A 3-dimentional multiscale model to simulate tumor progression in response to interactions between cancer stem cells and tumor microenvironmental factors.
Proceedings of the 6th IEEE International Conference on Systems Biology, 2012
Proceedings of the Intelligent Computing Theories and Applications, 2012
2011
IEEE Signal Process. Lett., 2011
Neural Comput., 2011
Numer. Algorithms, 2011
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011
Proceedings of the Advances in Neural Networks - ISNN 2011, 2011
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence, 2011
Coupling Oriented Hidden Markov Random Field Model with Local Clustering for Segmenting Blood Vessels and Measuring Spatial Structures in Images of Tumor Microenvironment.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011
2010
Multiple Nuclei Tracking Using Integer Programming for Quantitative Cancer Cell Cycle Analysis.
IEEE Trans. Medical Imaging, 2010
IEEE Signal Process. Lett., 2010
A Stage by Stage Pruning Algorithm for Detecting the Number of Clusters in a Dataset.
Proceedings of the Advanced Intelligent Computing Theories and Applications, 2010
Density Based Merging Search of Functional Modules in Protein-Protein Interaction (PPI) Networks.
Proceedings of the Advanced Intelligent Computing Theories and Applications, 2010
An Efficient Pairwise Kurtosis Optimization Algorithm for Independent Component Analysis.
Proceedings of the Advanced Intelligent Computing Theories and Applications, 2010
2009
Parameter estimation of Poisson mixture with automated model selection through BYY harmony learning.
Pattern Recognit., 2009
Proceedings of the Advances in Neural Networks, 2009
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009
Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009
2008
A fast fixed-point BYY harmony learning algorithm on Gaussian mixture with automated model selection.
Pattern Recognit. Lett., 2008
Workflow and Methods of High-Content Time-Lapse Analysis for Quantifying Intracellular Calcium Signals.
Neuroinformatics, 2008
Appl. Math. Comput., 2008
Proceedings of the Advances in Neural Networks, 2008
Proceedings of the Advances in Neural Networks, 2008
Proceedings of the Advances in Neural Networks, 2008
Proceedings of the Advances in Neural Networks, 2008
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2008
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2008
2007
The BYY annealing learning algorithm for Gaussian mixture with automated model selection.
Pattern Recognit., 2007
Proceedings of the 16th International Conference on World Wide Web, 2007
Informative Gene Set Selection Via Distance Sensitive Rival Penalized Competitive Learning and Redundancy Analysis.
Proceedings of the Advances in Neural Networks, 2007
Efficient Training of RBF Networks Via the BYY Automated Model Selection Learning Algorithms.
Proceedings of the Advances in Neural Networks, 2007
An Adaptive Gradient BYY Learning Rule for Poisson Mixture with Automated Model Selection.
Proceedings of the Advanced Intelligent Computing Theories and Applications. With Aspects of Theoretical and Methodological Issues, 2007
2006
IEEE Trans. Syst. Man Cybern. Part B, 2006
BYY Harmony Learning on Finite Mixture: Adaptive Gradient Implementation and A Floating RPCL Mechanism.
Neural Process. Lett., 2006
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006
A Gradient Entropy Regularized Likelihood Learning Algorithm on Gaussian Mixture with Automatic Model Selection.
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Contrast Functions for Non-circular and Circular Sources Separation in Complex-Valued ICA.
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
Analysis of Feasible Solutions of the ICA Problem Under the One-Bit-Matching Condition.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
2005
Pattern Recognit., 2005
Conjugate and natural gradient rules for BYY harmony learning on Gaussian mixture with automated model selection.
Int. J. Pattern Recognit. Artif. Intell., 2005
Asymptotic convergence properties of the EM algorithm with respect to the overlap in the mixture.
Neurocomputing, 2005
Neurocomputing, 2005
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005
A Dynamic Merge-or-Split Learning Algorithm on Gaussian Mixture for Automated Model Selection.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2005
Proceedings of the Intelligent Data Engineering and Automated Learning, 2005
Proceedings of the Intelligent Data Engineering and Automated Learning, 2005
Proceedings of the Computational Intelligence and Security, International Conference, 2005
Proceedings of the Computational Intelligence and Security, International Conference, 2005
2004
Further Results on the Asymptotic Memory Capacity of the Generalized Hopfield Network.
Neural Process. Lett., 2004
Int. J. Pattern Recognit. Artif. Intell., 2004
A gradient BYY harmony learning rule on Gaussian mixture with automated model selection.
Neurocomputing, 2004
The capacity of time-delay recurrent neural network for storing spatio-temporal sequences.
Neurocomputing, 2004
Proceedings of the SIGIR 2004: Proceedings of the 27th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2004
Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004
Local Separation Property of the Two-Source ICA Problem with the One-Bit-Matching Condition.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2004
Two Further Gradient BYY Learning Rules for Gaussian Mixture with Automated Model Selection.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2004
2003
Space-Time Receiver for Multi-Rate CDMA Systems: Multi-Code and Variable Spreading Length Access Methods Comparison.
Wirel. Pers. Commun., 2003
MMSE-based groupwise successive interference cancellation scheme for multirate CDMA systems.
Int. J. Satell. Commun. Netw., 2003
Int. J. Neural Syst., 2003
2001
Neural Comput., 2001
Int. J. Pattern Recognit. Artif. Intell., 2001
2000
Groupwise Successive Interference Cancellation for Multirate CDMA Based on MMSE Criterion.
Proceedings of the 2000 IEEE International Conference on Communications: Global Convergence Through Communications, 2000
1999
Neural Networks, 1999
The Object Perceptron Learning Algorithm on Generalised Hopfield Networks for Associative Memory.
Neural Comput. Appl., 1999
1998
Proceedings of the 9th IEEE International Symposium on Personal, 1998
The Correct Convergence of the Rival Penalized Competitive Learning (RPCL) Algorithm.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998
The Memory Capacity of Recurrent Neural Networks for Storing Spatio-Temporal Sequences.
Proceedings of the Fifth International Conference on Neural Information Processing, 1998
Proceedings of the 1998 IEEE International Conference on Communications, 1998
1997
Neural Networks, 1997