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Primal Averaging: A New Gradient Evaluation Step to Attain the Optimal Individual Convergence 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 2, 页码: 835-845
Authors:  Tao, Wei;  Pan, Zhisong;  Wu, Gaowei;  Tao, Qing
Favorite  |  View/Download:11/0  |  Submit date:2020/03/30
Convergence  Convex functions  Machine learning  Optimization methods  Linear programming  Cybernetics  Individual convergence  machine learning  mirror descent (MD) methods  regularized learning problems  stochastic gradient descent (SGD)  stochastic optimization  
无权访问的条目 学位论文
Authors:  许庭兵
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基于原型的在线自适应学习方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2019
Authors:  沈媛媛
Adobe PDF(4464Kb)  |  Favorite  |  View/Download:71/0  |  Submit date:2019/12/31
在线半监督学习  在线主动学习  非遗忘学习  连续自适应  原型学习  
GaitNet: An end-to-end network for gait based human identification 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 96, 期号: 106988, 页码: 11
Authors:  Song, Chunfeng;  Huang, Yongzhen;  Huang, Yan;  Jia, Ning;  Wang, Liang
View  |  Adobe PDF(3015Kb)  |  Favorite  |  View/Download:75/27  |  Submit date:2019/12/16
Gait recognition  Video-based human identification  End-to-end CNN  Joint learning  
Face Detection With Different Scales Based on Faster R-CNN 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 11, 页码: 4017-4028
Authors:  Wu, Wenqi;  Yin, Yingjie;  Wang, Xingang;  Xu, De
View  |  Adobe PDF(2762Kb)  |  Favorite  |  View/Download:174/53  |  Submit date:2018/10/02
Deep convolutional neural network (DCNN)  deep learning  face detection  Faster R-CNN  
ScaleNet_ a convolutional network to extract multi-scale and fine-grained visual features 期刊论文
IEEE Access, 2019, 期号: 7, 页码: 147560-147570
Authors:  Zhang Jinpeng;  Zhang Jinming;  Hu Guyue;  Cheng Yang;  Yu Shan
View  |  Adobe PDF(1764Kb)  |  Favorite  |  View/Download:78/19  |  Submit date:2019/12/31
Image Classification  Convolutional Neural Networks  Resnet  Deconvolution  
Reading selectively via Binary Input Gated Recurrent Unit 会议论文
, 中国澳门, 2019-08
Authors:  Li Z(李哲);  Wang PS(王培松);  Lu HQ(卢汉清);  Cheng J(程健)
View  |  Adobe PDF(1207Kb)  |  Favorite  |  View/Download:164/60  |  Submit date:2019/05/10
Blind image quality assessment via learnable attention-based pooling 期刊论文
PATTERN RECOGNITION, 2019, 卷号: 91, 页码: 332-344
Authors:  Gu, Jie;  Meng, Gaofeng;  Xiang, Shiming;  Pan, Chunhong
View  |  Adobe PDF(3081Kb)  |  Favorite  |  View/Download:201/85  |  Submit date:2019/05/15
Image quality assessment  Perceptual image quality  Visual attention  Convolutional neural network  Learnable pooling  
SOSNet: Second Order Similarity Regularization for Local Descriptor Learning 会议论文
, 美国 长滩, 2019-6
Authors:  Yurun Tian;  Xin Yu;  Bin Fan;  Fuchao Wu;  Huub Heijen;  Vassileios Balntas
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Local Semantic-Aware Deep Hashing With Hamming-Isometric Quantization 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 6, 页码: 2665-2679
Authors:  Wang, Yunbo;  Liang, Jian;  Cao, Dong;  Sun, Zhenan
View  |  Adobe PDF(1445Kb)  |  Favorite  |  View/Download:96/19  |  Submit date:2019/04/23
Image retrieval  deep hashing  similarity-preserving  local structures  Hamming-isometric