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Meta-learning meets the Internet of Things: Graph prototypical models for sensor-based human activity recognition 期刊论文
INFORMATION FUSION, 2022, 卷号: 80, 页码: 1-22
Authors:  Zheng, Wenbo;  Yan, Lan;  Gou, Chao;  Wang, Fei-Yue
Favorite  |  View/Download:27/0  |  Submit date:2022/01/27
Meta-learning  Internet of Things  Graph model  Attention mechanisms  
Computational knowledge vision: paradigmatic knowledge based prescriptive learning and reasoning for perception and vision 期刊论文
ARTIFICIAL INTELLIGENCE REVIEW, 2022, 页码: 36
Authors:  Zheng, Wenbo;  Yan, Lan;  Gou, Chao;  Wang, Fei-Yue
Favorite  |  View/Download:18/0  |  Submit date:2022/06/06
Computer vision  Knowledge engineering  Deep learning  Graph learning  Meta-learning  Transformer  Artificial intelligence (AI)  
Pay attention to doctor & ndash;patient dialogues: Multi-modal knowledge graph attention image-text embedding for COVID-19 diagnosis 期刊论文
INFORMATION FUSION, 2021, 卷号: 75, 页码: 168-185
Authors:  Zheng, Wenbo;  Yan, Lan;  Gou, Chao;  Zhang, Zhi-Cheng;  Zhang, Jun Jason;  Hu, Ming;  Wang, Fei-Yue
Favorite  |  View/Download:50/0  |  Submit date:2021/11/02
COVID-19 diagnose  Knowledge attention mechanism  Knowledge-based representation learning  Knowledge embedding  
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:44/0  |  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, 期号: 2021, 页码: 9
Authors:  Shen, Tianyu;  Hao, Kunkun;  Gou, Chao;  Wang, Fei-Yue
Adobe PDF(2029Kb)  |  Favorite  |  View/Download:82/7  |  Submit date:2021/05/17
medical image synthesis  generative adversarial network  mammogram  mass detection  
3D-RVP: A method for 3D object reconstruction from a single depth view using voxel and point 期刊论文
NEUROCOMPUTING, 2021, 卷号: 430, 期号: 2021, 页码: 94-103
Authors:  Zhao, Meihua;  Xiong, Gang;  Zhou, MengChu;  Shen, Zhen;  Wang, Fei-Yue
Adobe PDF(1476Kb)  |  Favorite  |  View/Download:57/2  |  Submit date:2021/03/29
3D object reconstruction  Encoder-decoder network  Machine learning  Point prediction network  
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:82/0  |  Submit date:2021/03/01
Visual reasoning  Knowledge-based representation learning  Memory network  Knowledge embedding  
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
Adobe PDF(4437Kb)  |  Favorite  |  View/Download:61/4  |  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:56/0  |  Submit date:2021/03/08
adversarial examples  ensemble learning  generative adversarial learning  image classification  meta-learning  
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:111/0  |  Submit date:2020/03/30
Sparse representation  Adaptive fusion feature  Few-shot learning  Face recognition  Face occlusion  Dictionary learning