Jinwen Ma

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 114

Top Venues

Publications

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 (2024)
Ao Zhang, Jinwen Ma
DefenseVGAE: Defending Against Adversarial Attacks on Graph Data via a Variational Graph Autoencoder. ICIC (4) (2024)
Ran Chen, Jo-Ku Cheng, Jinwen Ma
A Fusion Framework of Whitespace Smear Cutting and Swin Transformer for Document Layout Analysis. ICIC (6) (2024)
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) (2024)
Ran Chen, Zeren Zhang, Jinwen Ma
Seismic Fault SAM: Adapting SAM with Lightweight Modules and 2.5D Strategy for Fault Detection. CoRR (2024)
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) (2024)
Tao Hong, Zeren Zhang, Jinwen Ma
PCSalmix: Gradient Saliency-Based Mix Augmentation for Point Cloud Classification. ICASSP (2023)
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)
Longchao Shen, Yongsheng Dong, Yuanhua Pei, Haotian Yang, Lintao Zheng, Jinwen Ma
One-Dimensional Feature Supervision Network for Object Detection. ICIC (5) (2023)
Tao Hong, Ya Wang, Xingwu Sun, Fengzong Lian, Zhanhui Kang, Jinwen Ma
GradSalMix: Gradient Saliency-Based Mix for Image Data Augmentation. ICME (2023)
Tao Li, Jinwen Ma
Dirichlet process mixture of Gaussian process functional regressions and its variational EM algorithm. Pattern Recognit. 134 (2023)
Tao Li, Jinwen Ma
A variational hardcut EM algorithm for the mixtures of Gaussian processes. Sci. China Inf. Sci. 66 (3) (2023)
Jingyang Deng, Shuyi Zhang, Jinwen Ma
Self-Attention-Based Deep Convolution LSTM Framework for Sensor-Based Badminton Activity Recognition. Sensors 23 (20) (2023)
Zhijian Zhuo, Yifei Wang, Jinwen Ma, Yisen Wang
Towards a Unified Theoretical Understanding of Non-contrastive Learning via Rank Differential Mechanism. ICLR (2023)
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)
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)
Yuan-Ching Lin, Jinwen Ma
Automatic Text Extractive Summarization Based on Text Graph Representation and Attention Matrix. ICIC (4) (2023)
Xiaoqing Li, Jinwen Ma
Fine-grained image retrieval by combining attention mechanism and context information. Neural Comput. Appl. 35 (2) (2023)
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)
Zhitao Liu, Tao Hong, Jinwen Ma
UCLD-Net: Decoupling Network via Unsupervised Contrastive Learning for Image Dehazing. ICIC (5) (2023)
Zhijian Zhuo, Yifei Wang, Jinwen Ma, Yisen Wang
Towards a Unified Theoretical Understanding of Non-contrastive Learning via Rank Differential Mechanism. CoRR (2023)
Zeren Zhang, Ran Chen, Jinwen Ma
FaultSeg Swin-UNETR: Transformer-Based Self-Supervised Pretraining Model for Fault Recognition. CoRR (2023)
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 (2022)
Daqing Wu, Xiangyang Guo, Xiao Luo, Ziyue Qiao, Jinwen Ma
Adaptive Harmony Learning and Optimization for Attributed Graph Clustering. IJCNN (2022)
Tao Li, Jinwen Ma
Attention Mechanism Based Mixture of Gaussian Processes. Pattern Recognit. Lett. 161 (2022)
Xiaoqing Li, Jinwen Ma
Distributed search and fusion for wine label image retrieval. PeerJ Comput. Sci. 8 (2022)
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) (2022)
Xiangyang Guo, Daqing Wu, Jinwen Ma
Federated Sparse Gaussian Processes. ICIC (3) (2022)
Zhengyang Shen, Tao Hong, Qi She, Jinwen Ma, Zhouchen Lin
PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs. CoRR (2022)
Tao Hong, Xiangyang Guo, Zeren Zhang, Jinwen Ma
SG-Net: Semantic Guided Network for Image Dehazing. ACCV (3) (2022)
Zhengyang Shen, Tao Hong, Qi She, Jinwen Ma, Zhouchen Lin
PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs. ICML (2022)
Zhengyang Shen, Tiancheng Shen, Zhouchen Lin, Jinwen Ma
PDO-eS2CNNs: Partial Differential Operator Based Equivariant Spherical CNNs. AAAI (2021)
Yajun Zou, Jinwen Ma
Deep Learning Based Semantic Page Segmentation of Document Images in Chinese and English. ICIC (1) (2021)
Wenpeng Hu, Ran Le, Bing Liu, Feng Ji, Jinwen Ma, Dongyan Zhao, Rui Yan
Predictive Adversarial Learning from Positive and Unlabeled Data. AAAI (2021)
Xiao Luo, Daqing Wu, Chong Chen, Jinwen Ma, Minghua Deng
Deep Unsupervised Hashing by Global and Local Consistency. ICME (2021)
Xiangyang Guo, Daqing Wu, Tao Hong, Jinwen Ma
NSF-Based Mixture of Gaussian Processes and Its Variational EM Algorithm. ICONIP (5) (2021)
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) (2021)
Ya Wang, Guowen Pan, Jinwen Ma, Xiangchen Li, Albert Zhong
Label Similarity Based Graph Network for Badminton Activity Recognition. ICIC (1) (2021)
Xiao Luo, Zeyu Ma, Daqing Wu, Huasong Zhong, Chong Chen, Jinwen Ma, Minghua Deng
Deep Unsupervised Hashing by Distilled Smooth Guidance. ICME (2021)
Wenpeng Hu, Qi Qin, Mengyu Wang, Jinwen Ma, Bing Liu
Continual Learning by Using Information of Each Class Holistically. AAAI (2021)
Xiao Luo, Zeyu Ma, Daqing Wu, Huasong Zhong, Chong Chen, Jinwen Ma, Minghua Deng
Deep Unsupervised Hashing by Distilled Smooth Guidance. CoRR (2021)
Yuan-Ching Lin, Jinwen Ma
On Automatic Text Extractive Summarization Based on Graph and pre-trained Language Model Attention. CoRR (2021)
Xiaoyan Li, Jinwen Ma
Non-central Student-t Mixture of Student-t Processes for Robust Regression and Prediction. ICIC (1) (2021)
Zhengyang Shen, Tiancheng Shen, Zhouchen Lin, Jinwen Ma
CNNs: Partial Differential Operator Based Equivariant Spherical CNNs. CoRR (2021)
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)
Daqing Wu, Xiao Luo, Zeyu Ma, Chong Chen, Minghua Deng, Jinwen Ma
ARGO: Modeling Heterogeneity in E-commerce Recommendation. IJCNN (2021)
Daqing Wu, Xiao Luo, Zeyu Ma, Chong Chen, Minghua Deng, Jinwen Ma
ARGO: Modeling Heterogeneity in E-commerce Recommendation. CoRR (2021)
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 (2021)
Xiaoqing Li, Jiansheng Yang, Jinwen Ma
Recent developments of content-based image retrieval (CBIR). Neurocomputing 452 (2021)
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)
Tao Li, Di Wu, Jinwen Ma
Mixture of robust Gaussian processes and its hard-cut EM algorithm with variational bounding approximation. Neurocomputing 452 (2021)
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)
Tao Hong, Yajun Zou, Jinwen Ma
STDA-inf: Style Transfer for Data Augmentation Through In-data Training and Fusion Inference. ICIC (2) (2021)
Tao Li, Xiao Luo, Jinwen Ma
Average Mean Functions Based EM Algorithm for Mixtures of Gaussian Processes. ICONIP (5) (2021)
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 (2021)
Xiangyang Guo, Xiaoyan Li, Jinwen Ma
Variational EM Algorithm for Student-${\varvec{t}} $ Mixtures of Gaussian Processes. ICIC (2) (2021)
Zhengyang Shen, Lingshen He, Zhouchen Lin, Jinwen Ma
PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions. ICML (2020)
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) (2020)
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)
Wenpeng Hu, Mengyu Wang, Bing Liu, Feng Ji, Jinwen Ma, Dongyan Zhao
Transformation of Dense and Sparse Text Representations. COLING (2020)
Tao Li, Jinwen Ma
Functional Data Clustering Analysis via the Learning of Gaussian Processes with Wasserstein Distance. ICONIP (2) (2020)
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 (2020)
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 (2020)
Wenpeng Hu, Mengyu Wang, Qi Qin, Jinwen Ma, Bing Liu
HRN: A Holistic Approach to One Class Learning. NeurIPS (2020)
Zhengyang Shen, Lingshen He, Zhouchen Lin, Jinwen Ma
PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions. CoRR (2020)
Ao Zhang, Jinwen Ma
DefenseVGAE: Defending against Adversarial Attacks on Graph Data via a Variational Graph Autoencoder. CoRR (2020)
Ya Wang, Dongliang He, Fu Li, Xiang Long, Zhichao Zhou, Jinwen Ma, Shilei Wen
Multi-Label Classification with Label Graph Superimposing. AAAI (2020)
Tao Li, Jinwen Ma
Simultaneous Inpainting and Colorization via Tensor Completion. ICONIP (1) (2020)
Tao Li, Jinwen Ma
T-SVD Based Non-convex Tensor Completion and Robust Principal Component Analysis. ICPR (2020)
Di Wu, Jinwen Ma
An effective EM algorithm for mixtures of Gaussian processes via the MCMC sampling and approximation. Neurocomputing 331 (2019)
Md. Azizur Rahman, Jinwen Ma
Solving Symmetric and Asymmetric Traveling Salesman Problems Through Probe Machine with Local Search. ICIC (1) (2019)
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)
Wenpeng Hu, Mengyu Wang, Bing Liu, Feng Ji, Haiqing Chen, Dongyan Zhao, Jinwen Ma, Rui Yan
Transformation of Dense and Sparse Text Representations. CoRR (2019)
Tao Li, Jinwen Ma
Exploiting Cluster Structure in Probabilistic Matrix Factorization. ICONIP (5) (2019)
Wenpeng Hu, Zhangming Chan, Bing Liu, Dongyan Zhao, Jinwen Ma, Rui Yan
GSN: A Graph-Structured Network for Multi-Party Dialogues. CoRR (2019)
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)
Bing Yu, Jingfeng Wu, Jinwen Ma, Zhanxing Zhu
Tangent-Normal Adversarial Regularization for Semi-Supervised Learning. CVPR (2019)
Ya Wang, Dongliang He, Fu Li, Xiang Long, Zhichao Zhou, Jinwen Ma, Shilei Wen
Multi-Label Classification with Label Graph Superimposing. CoRR (2019)
Jie An, Haoyi Xiong, Jiebo Luo, Jun Huan, Jinwen Ma
Fast Universal Style Transfer for Artistic and Photorealistic Rendering. CoRR (2019)
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)
Jie An, Jingfeng Wu, Jinwen Ma
Automatic Cloud Segmentation Based on Fused Fully Convolutional Networks. ICIC (1) (2019)
Yixin Li, Shengqin Tang, Yun Ye, Jinwen Ma
Spatial-Aware Non-Local Attention for Fashion Landmark Detection. CoRR (2019)
Yixin Li, Shengqin Tang, Yun Ye, Jinwen Ma
Spatial-Aware Non-Local Attention for Fashion Landmark Detection. ICME (2019)
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 (2019)
Wenpeng Hu, Zhangming Chan, Bing Liu, Dongyan Zhao, Jinwen Ma, Rui Yan
GSN: A Graph-Structured Network for Multi-Party Dialogues. IJCAI (2019)
Xiaoqing Li, Jiansheng Yang, Jinwen Ma
CNN-SIFT Consecutive Searching and Matching for Wine Label Retrieval. ICIC (1) (2019)
Tao Li, Jinwen Ma
Swarm Intelligence Based Ensemble Learning of Deep Neural Networks. ICONIP (4) (2019)
Tao Li, Jinwen Ma
Non-convex Penalty for Tensor Completion and Robust PCA. CoRR (2019)
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)
Md. Azizur Rahman, Jinwen Ma
Probe Machine Based Consecutive Route Filtering Approach to Symmetric Travelling Salesman Problem. IFIP TC12 ICIS (2018)
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) (2018)
Tao Li, Jinwen Ma
and Elastic Net Regularization. ICIC (1) (2018)
Zhanxing Zhu, Jingfeng Wu, Bing Yu, Lei Wu, Jinwen Ma
The Regularization Effects of Anisotropic Noise in Stochastic Gradient Descent. CoRR (2018)
Wenpeng Hu, Bing Liu, Jinwen Ma, Dongyan Zhao, Rui Yan
Aspect-based Question Generation. ICLR (Workshop) (2018)
Yixin Li, Yajun Zou, Jinwen Ma
DeepLayout: A Semantic Segmentation Approach to Page Layout Analysis. ICIC (3) (2018)
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)
Taihong Xiao, Jiapeng Hong, Jinwen Ma
ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes. ECCV (10) (2018)
Zhe Qiang, Jinwen Ma
Model Selection Prediction for the Mixture of Gaussian Processes with RJMCMC. IFIP TC12 ICIS (2018)
Longbo Zhao, Jinwen Ma
A Specialized Probability Density Function for the Input of Mixture of Gaussian Processes. IFIP TC12 ICIS (2018)
Taihong Xiao, Jiapeng Hong, Jinwen Ma
ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes. CoRR (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jinwen Ma