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Multi -task contrastive learning for automatic CT and X-ray diagnosis of COVID-19 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 114, 页码: 12
Authors:  Li, Jinpeng;  Zhao, Gangming;  Tao, Yaling;  Zhai, Penghua;  Chen, Hao;  He, Huiguang;  Cai, Ting
Favorite  |  View/Download:18/0  |  Submit date:2021/05/06
Computed tomography  X-ray  COVID-19  Deep learning  Multi-task learning  Contrastive learning  
A loss-balanced multi-task model for simultaneous detection and segmentation 期刊论文
NEUROCOMPUTING, 2021, 卷号: 428, 页码: 65-78
Authors:  Zhang, Wenwen;  Wang, Kunfeng;  Wang, Yutong;  Yan, Lan;  Wang, Fei-Yue
Favorite  |  View/Download:29/0  |  Submit date:2021/03/15
Object detection  Semantic segmentation  Multi-task learning  Scene understanding  
Density-Aware Multi-Task Learning for Crowd Counting 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 443-453
Authors:  Jiang, Xiaoheng;  Zhang, Li;  Zhang, Tianzhu;  Lv, Pei;  Zhou, Bing;  Pang, Yanwei;  Xu, Mingliang;  Xu, Changsheng
Favorite  |  View/Download:11/0  |  Submit date:2021/03/08
Task analysis  Semantics  Estimation  Feature extraction  Convolutional neural networks  Cameras  Head  Convolutional neural network  crowd counting  density-level classification  density map estimation  multi-task learning  
Multi-Level Correlation Adversarial Hashing for Cross-Modal Retrieval 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 12, 页码: 3101-3114
Authors:  Ma, Xinhong;  Zhang, Tianzhu;  Xu, Changsheng
Favorite  |  View/Download:9/0  |  Submit date:2021/03/01
Semantics  Correlation  Aircraft propulsion  Deep learning  Bridges  Aircraft  Task analysis  Cross-modal retrieval  adversarial hashing  multi-level correlation  
Reducing Calibration Efforts in RSVP Tasks With Multi-Source Adversarial Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2020, 卷号: 28, 期号: 11, 页码: 2344-2355
Authors:  Wei, Wei;  Qiu, Shuang;  Ma, Xuelin;  Li, Dan;  Wang, Bo;  He, Huiguang
View  |  Adobe PDF(2448Kb)  |  Favorite  |  View/Download:23/2  |  Submit date:2021/01/06
Electroencephalography  Calibration  Correlation  Brain modeling  Task analysis  Feature extraction  Visualization  EEG  RSVP-based BCI  calibration reduction  multi-source domain adaptation  correlation metric learning  
Joint Learning in the Spatio-Temporal and Frequency Domains for Skeleton-Based Action Recognition 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 9, 页码: 2207-2220
Authors:  Guyue, Hu;  Bo, Cui;  Shan, Yu
Adobe PDF(4803Kb)  |  Favorite  |  View/Download:31/1  |  Submit date:2020/09/28
Skeleton-based Action Recognition  Frequency Attention  Synchronous Local and Non-local Learning  Soft-margin Focal Loss  Pesudo Multi-task Learning  
Taxi Demand Prediction Using Parallel Multi-Task Learning Model 期刊论文
IEEE Transactions on Intelligent Transportation Systems, 2020, 卷号: 99, 期号: 1, 页码: 1-10
Authors:  Chizhan Zhang;  Fenghua Zhu;  Xiao Wang;  Leilei Sun;  Haina Tang;  Yisheng Lv
View  |  Adobe PDF(3947Kb)  |  Favorite  |  View/Download:38/10  |  Submit date:2020/10/15
Taxi demand prediction, pick-up/drop-off demand, multi-task learning, LSTM, deep learning  
Show, Tell, and Polish: Ruminant Decoding for Image Captioning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 8, 页码: 2149-2162
Authors:  Guo, Longteng;  Liu, Jing;  Lu, Shichen;  Lu, Hanqing
Favorite  |  View/Download:28/0  |  Submit date:2020/08/31
Decoding  Visualization  Planning  Training  Semantics  Reinforcement learning  Task analysis  Image captioning  multi-pass decoding  rumination  
MuLTReNets: Multilingual text recognition networks for simultaneous script identification and handwriting recognition 期刊论文
Pattern Recognition, 2020, 卷号: 108, 期号: 107555, 页码: 11
Authors:  Chen, Zhuo;  Yin, Fei;  Zhang, Xu-Yao;  Yang, Qing;  Liu, Cheng-Lin
View  |  Adobe PDF(2483Kb)  |  Favorite  |  View/Download:50/18  |  Submit date:2020/10/20
MuLTReNets  auto-weighter  Separable MDLSTM  multilingual handwritten text recognition  multi-task learning  
Image Retargetability 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 3, 页码: 641-654
Authors:  Tang, Fan;  Dong, Weiming;  Meng, Yiping;  Ma, Chongyang;  Wu, Fuzhang;  Li, Xinrui;  Lee, Tong-Yee
Favorite  |  View/Download:62/0  |  Submit date:2020/06/02
Visualization  Task analysis  Distortion  Measurement  Image resolution  Convolutional neural networks  Semantics  Image retargetability  visual attributes  multi-task learning  deep convolutional neural network