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Task-Feature Collaborative Learning with Application to Personalized Attribute Prediction 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 11, 页码: 4094-4110
作者:  Yang, Zhiyong;  Xu, Qianqian;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：47/0  |  提交时间：2021/12/01
Task analysis  Convergence  Predictive models  Diseases  Collaborative work  Optimization  Training  Block diagonal structural learning  negative transfer  multi-task learning  global convergence  
Zero-Shot Embedding via Regularization-Based Recollection and Residual Familiarity Processes 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 页码: 18
作者:  Lyu, Mengyao;  Han, Hu;  Bai, Xiangzhi
收藏  |  浏览/下载：25/0  |  提交时间：2022/06/21
Embedding-based method  image classification  knowledge transfer  zero-shot learning (ZSL)  
Image style disentangling for instance-level facial attribute transfer 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2021, 卷号: 207, 页码: 10
作者:  Guo, Xuyang;  Kan, Meina;  He, Zhenliang;  Song, Xingguang;  Shan, Shiguang
收藏  |  浏览/下载：32/0  |  提交时间：2021/12/01
Instance-level facial attribute transfer  Image to image translation  Generative adversarial network  Weakly supervised style learning  
What is a Tabby? Interpretable Model Decisions by Learning Attribute-Based Classification Criteria 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 5, 页码: 1791-1807
作者:  Liu, Haomiao;  Wang, Ruiping;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：35/0  |  提交时间：2021/12/01
Cats  Prototypes  Visualization  Task analysis  Streaming media  Predictive models  Scalability  Interpretable model  visual attributes  convolutional neural network  classification criteria  
Deep Conditional Distribution Learning for Age Estimation 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2021, 卷号: 16, 页码: 4679-4690
作者:  Sun, Haomiao;  Pan, Hongyu;  Han, Hu;  Shan, Shiguang
收藏  |  浏览/下载：28/0  |  提交时间：2021/12/01
Estimation  Task analysis  Faces  Face recognition  Learning systems  Adaptation models  Information processing  Conditional modeling  distribution learning  label ambiguity  age estimation  attribute estimation  
Attribute-Guided Feature Learning for Few-Shot Image Recognition 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 1200-1209
作者:  Zhu, Yaohui;  Min, Weiqing;  Jiang, Shuqiang
收藏  |  浏览/下载：28/0  |  提交时间：2021/12/01
Image recognition  Training  Task analysis  Semantics  Standards  Measurement  Visualization  Attribute learning  few-shot learning  image recognition  
Real-time switching and visualization of logging attributes based on subspace learning 期刊论文
COMPUTERS & GEOSCIENCES, 2021, 卷号: 146, 页码: 11
作者:  Shi, Min;  Wu, Zirui;  Wang, Suqin;  Zhu, Dengming
收藏  |  浏览/下载：34/0  |  提交时间：2021/12/01
Geological volume data  Visualization  Data compression  Subspace learning  Data exchange  
Semi-Supervised Natural Face De-Occlusion 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2021, 卷号: 16, 页码: 1044-1057
作者:  Cai, Jiancheng;  Han, Hu;  Cui, Jiyun;  Chen, Jie;  Liu, Li;  Zhou, S. Kevin
收藏  |  浏览/下载：36/0  |  提交时间：2021/12/01
Faces  Face recognition  Generators  Training  Task analysis  Shape  Annotations  Natural face de-occlusion  occlusion-aware  generative adversarial networks  alternating training