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Learning to learn by yourself: Unsupervised meta-learning with self-knowledge distillation for COVID-19 diagnosis from pneumonia cases 期刊论文
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2021, 页码: 32
Authors:  Zheng, Wenbo;  Yan, Lan;  Gou, Chao;  Zhang, Zhi-Cheng;  Zhang, Jun J.;  Hu, Ming;  Wang, Fei-Yue
Favorite  |  View/Download:0/0  |  Submit date:2021/06/15
biomedical imaging  COVID‐  19  knowledge distillation  meta‐  learning  unsupervised learning  
Mass Image Synthesis in Mammogram with Contextual Information Based on GANs 期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2021, 卷号: 202, 页码: 9
Authors:  Shen, Tianyu;  Hao, Kunkun;  Gou, Chao;  Wang, Fei-Yue
Favorite  |  View/Download:7/0  |  Submit date:2021/05/17
medical image synthesis  generative adversarial network  mammogram  mass detection  
KM4: Visual reasoning via Knowledge EmbeddingMemoryModel with MutualModulation 期刊论文
INFORMATION FUSION, 2021, 卷号: 67, 页码: 14-28
Authors:  Zheng, Wenbo;  Yan, Lan;  Gou, Chao;  Wang, Fei-Yue
Favorite  |  View/Download:26/0  |  Submit date:2021/03/01
Visual reasoning  Knowledge-based representation learning  Memory network  Knowledge embedding  
A Novel Face Super-Resolution Method Based on Parallel Imaging and OpenVINO 期刊论文
MATHEMATICAL PROBLEMS IN ENGINEERING, 2021, 卷号: 2021, 页码: 9
Authors:  Huang, Zhijie;  Zheng, Wenbo;  Yan, Lan;  Gou, Chao
Favorite  |  View/Download:4/0  |  Submit date:2021/04/27
Joint image-to-image translation with denoising using enhanced generative adversarial networks 期刊论文
SIGNAL PROCESSING-IMAGE COMMUNICATION, 2021, 卷号: 91, 页码: 9
Authors:  Yan, Lan;  Zheng, Wenbo;  Wang, Fei-Yue;  Gou, Chao
Favorite  |  View/Download:13/0  |  Submit date:2021/03/01
Image-to-image translation  Generative adversarial networks  Image enhancement  Image denoising  
Fighting fire with fire: A spatial-frequency ensemble relation network with generative adversarial learning for adversarial image classification 期刊论文
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2021, 页码: 41
Authors:  Zheng, Wenbo;  Yan, Lan;  Gou, Chao;  Wang, Fei-Yue
Favorite  |  View/Download:12/0  |  Submit date:2021/03/08
adversarial examples  ensemble learning  generative adversarial learning  image classification  meta-learning  
Hierarchical Fused Model With Deep Learning and Type-2 Fuzzy Learning for Breast Cancer Diagnosis 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 卷号: 28, 期号: 12, 页码: 3204-3218
Authors:  Shen, Tianyu;  Wang, Jiangong;  Gou, Chao;  Wang, Fei-Yue
Favorite  |  View/Download:13/0  |  Submit date:2021/03/02
Image segmentation  Biomedical imaging  Fuzzy sets  Breast cancer  Breast cancer  deep learning (DL)  fuzzy classifier (FC)  interval type-2 possibilistic fuzzy c-means (IT2PFCM)  
A novel approach inspired by optic nerve characteristics for few-shot occluded face recognition 期刊论文
NEUROCOMPUTING, 2020, 卷号: 376, 页码: 25-41
Authors:  Zheng, Wenbo;  Gou, Chao;  Wang, Fei-Yue
Favorite  |  View/Download:64/0  |  Submit date:2020/03/30
Sparse representation  Adaptive fusion feature  Few-shot learning  Face recognition  Face occlusion  Dictionary learning  
Simultaneous Segmentation and Classification of Mass Region From Mammograms Using a Mixed-Supervision Guided Deep Model 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2020, 卷号: 27, 页码: 196-200
Authors:  Shen, Tianyu;  Gou, Chao;  Wang, Jiangong;  Wang, Fei-Yue
Favorite  |  View/Download:62/0  |  Submit date:2020/03/30
Mixed-supervision  deep learning  segmentation and classification  mammogram  
Learning from adversarial medical images for X-ray breast mass segmentation 期刊论文
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2019, 卷号: 180, 页码: 13
Authors:  Shen, Tianyu;  Gou, Chao;  Wang, Fei-Yue;  He, Zilong;  Chen, Weiguo
Favorite  |  View/Download:75/0  |  Submit date:2019/12/16
Medical image synthesis  Generative adversarial network  X-ray breast mass  Lesion segmentation