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RVFace: Reliable Vector Guided Softmax Loss for Face Recognition 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2022, 卷号: 31, 页码: 2337-2351
作者:  Wang, Xiaobo;  Wang, Shuo;  Liang, Yanyan;  Gu, Liang;  Lei, Zhen
收藏  |  浏览/下载：254/0  |  提交时间：2022/06/06
Deep face recognition  noisy labels detection  margin-based softmax loss  mining-based softmax loss  discriminative feature learning  
Dynamic Orthogonal Projection Constrained Discriminative Tracking 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2022, 卷号: 29, 页码: 652-656
作者:  Yu, Bin;  Tang, Ming;  Zhu, Guibo;  Wang, Jinqiao;  Lu, Hanqing
Adobe PDF(805Kb)  |  收藏  |  浏览/下载：358/82  |  提交时间：2022/06/06
Biological system modeling  Training  Feature extraction  Dimensionality reduction  Optimization  Adaptation models  Visualization  Visual tracking  dimensionality reduction  discriminative model  
Convolutional Prototype Network for Open Set Recognition 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022, 卷号: 44, 期号: 5, 页码: 2358-2370
作者:  Hong-Ming Yang;  Xu-Yao Zhang;  Fei Yin;  Qing Yang;  Cheng-Lin Liu
Adobe PDF(5038Kb)  |  收藏  |  浏览/下载：347/68  |  提交时间：2021/06/02
open-set recognition  CNN  prototype model  unknown detection  discriminative model  generative model  
Generative and Discriminative Fuzzy Restricted Boltzmann Machine Learning for Text and Image Classification 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 5, 页码: 2237-2248
作者:  Chen, C. L. Philip;  Feng, Shuang
收藏  |  浏览/下载：209/0  |  提交时间：2020/06/22
Data models  Training  Neurons  Image reconstruction  Feature extraction  Computational modeling  Cybernetics  Discriminative learning  fuzzy number  Gaussian fuzzy restricted Boltzmann machine (GFRBM)  image classification  
Discriminative structure learning of sum-product networks for data stream classification 期刊论文
NEURAL NETWORKS, 2020, 卷号: 123, 页码: 163-175
作者:  Sun, Zhengya;  Liu, Cheng-Lin;  Niu, Jinghao;  Zhang, Wensheng
收藏  |  浏览/下载：224/0  |  提交时间：2020/03/30
Sum-product network  Discriminative structure learning  Data stream classification  
Multi-Kernel Coupled Projections for Domain Adaptive Dictionary Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 9, 页码: 2292-2304
作者:  Zheng, Yuhui;  Wang, Xilong;  Zhang, Guoqing;  Xiao, Baihua;  Xiao, Fu;  Zhang, Jianwei
收藏  |  浏览/下载：193/0  |  提交时间：2019/12/16
Dictionary learning  multiple kernel learning  discriminative projections  domain adaptation  
Birds of a feather flock together: Visual representation with scale and class consistency 期刊论文
INFORMATION SCIENCES, 2018, 卷号: 460, 期号: 460-461, 页码: 115-127
作者:  Zhang, Chunjie;  Li, Chenghua;  Lu, Dongyuan;  Cheng, Jian;  Tian, Qi
浏览  |  Adobe PDF(2229Kb)  |  收藏  |  浏览/下载：264/44  |  提交时间：2018/10/10
Scale Consistency  Discriminative Sparse Coding  Class Consistency  Image Classification  
Deep Disentangling Siamese Network for Frontal Face Synthesis Under Neutral Illumination 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2018, 卷号: 25, 期号: 9, 页码: 1344-1348
作者:  Zhang, Ting;  Wang, Hong;  Dong, Qiulei
收藏  |  浏览/下载：211/0  |  提交时间：2018/10/10
Discriminative Representation Learning  Disentangled Representation  Frontal Face Synthesis  Pose And Illumination Prediction  Siamese Network  
Cross-Domain Collaborative Learning via Discriminative Nonparametric Bayesian Model 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 8, 页码: 2086-2099
作者:  Qian, Shengsheng;  Zhang, Tianzhu;  Xu, Changsheng
收藏  |  浏览/下载：230/0  |  提交时间：2019/12/16
Social media  discriminative non-parametric Bayesian model  multi-modality  
Drawing and Recognizing Chinese Characters with Recurrent Neural Network 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 4, 页码: 849-862
作者:  Zhang, Xu-Yao;  Yin, Fei;  Zhang, Yan-Ming;  Liu, Cheng-Lin;  Bengio, Yoshua
浏览  |  Adobe PDF(824Kb)  |  收藏  |  浏览/下载：589/258  |  提交时间：2017/09/16
Recurrent Neural Network  Lstm  Gru  Discriminative Model  Generative Model  Handwriting