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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)  
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  
Cross-modal semantic correlation learning by Bi-CNN network 期刊论文
IET IMAGE PROCESSING, 2021, 页码: 11
作者:  Wang, Chaoyi;  Li, Liang;  Yan, Chenggang;  Wang, Zhan;  Sun, Yaoqi;  Zhang, Jiyong
收藏  |  浏览/下载：39/0  |  提交时间：2021/12/01
Unsupervised Adversarial Domain Adaptation for Cross-Domain Face Presentation Attack Detection 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2021, 卷号: 16, 页码: 56-69
作者:  Wang, Guoqing;  Han, Hu;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：267/0  |  提交时间：2020/12/10
Face  Feature extraction  Testing  Adaptation models  Databases  Deep learning  Three-dimensional displays  Face presentation attack detection  face liveness detection  face anti-spoofing  adversarial domain adaptation  metric learning  disentangled representation  
Learning Feature Representation and Partial Correlation for Multimodal Multi-Label Data 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 1882-1894
作者:  Song, Guoli;  Wang, Shuhui;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载：38/0  |  提交时间：2021/12/01
Semantics  Correlation  Task analysis  Data models  Learning systems  Kernel  Deep learning  Cross-modal retrieval  correlation learning  feature learning  partial correlation  
Graph Regularized Encoder-Decoder Networks for Image Representation Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 3124-3136
作者:  Yang, Shijie;  Li, Liang;  Wang, Shuhui;  Zhang, Weigang;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载：36/0  |  提交时间：2021/12/01
Laplace equations  Visualization  Manifolds  Image reconstruction  Task analysis  Decoding  Semantics  Auto-encoder  encoder-decoder  graph regularizer  image representation learning  
Hybrid-Attention Enhanced Two-Stream Fusion Network for Video Venue Prediction 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 2917-2929
作者:  Zhang, Yanchao;  Min, Weiqing;  Nie, Liqiang;  Jiang, Shuqiang
收藏  |  浏览/下载：38/0  |  提交时间：2021/12/01
Visualization  Feature extraction  Convolution  Streaming media  Object oriented modeling  Three-dimensional displays  Neural networks  Feature extraction  knowledge representation  supervised learning  video signal processing  
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  
Combining Recurrent Neural Networks and Adversarial Training for Human Motion Synthesis and Control 期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2021, 卷号: 27, 期号: 1, 页码: 14-28
作者:  Wang, Zhiyong;  Chai, Jinxiang;  Xia, Shihong
收藏  |  浏览/下载：30/0  |  提交时间：2021/12/01
Hidden Markov models  Data models  Training  Generators  Mathematical model  Recurrent neural networks  Animation  Deep learning  adversarial training  human motion modeling  synthesis and control  
Plant Disease Recognition: A Large-Scale Benchmark Dataset and a Visual Region and Loss Reweighting Approach 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 卷号: 30, 页码: 2003-2015
作者:  Liu, Xinda;  Min, Weiqing;  Mei, Shuhuan;  Wang, Lili;  Jiang, Shuqiang
收藏  |  浏览/下载：36/0  |  提交时间：2021/12/01
Diseases  Agriculture  Plants (biology)  Visualization  Image recognition  Feature extraction  Medical diagnosis  Plant disease recognition  fine-grained visual classification  reweighting approach  feature aggregation