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Pruning-aware Sparse Regularization for Network Pruning 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 109-120
Authors:  Nan-Fei Jiang
Adobe PDF(1665Kb)  |  Favorite  |  View/Download:61/8  |  Submit date:2023/01/18
Deep learning  convolutional neural network (CNN)  model compression and acceleration  network pruning  regularization  
A Framework for Distributed Semi-supervised Learning Using Single-layer Feedforward Networks 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 1, 页码: 63-74
Authors:  Jin Xie, San-Yang Liu, Jia-Xi Chen
Adobe PDF(1245Kb)  |  Favorite  |  View/Download:67/9  |  Submit date:2022/01/25
Distributed learning (DL)  semi-supervised learning (SSL)  manifold regularization (MR)  single layer feed-forward neural network (SLFNN)  privacy preserving  
SG-SRNs: Superpixel-Guided Scene Representation Networks 期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2022, 卷号: 29, 页码: 2038-2042
Authors:  Liu, Qiang;  Lu, Xiao;  Dong, Qiulei;  Zhang, Yangyong;  Wang, Haixia
Favorite  |  View/Download:36/0  |  Submit date:2022/11/14
Image segmentation  Three-dimensional displays  Task analysis  Image color analysis  Image reconstruction  Distortion  Cameras  Scene representation networks  self-supervised multi-task learning  superpixel-guided  superpixel regularization  
Multi-objective evolutionary 3D face reconstruction based on improved encoder-decoder network 期刊论文
INFORMATION SCIENCES, 2021, 卷号: 581, 页码: 233-248
Authors:  Cai, Xingjuan;  Cao, Yihao;  Ren, Yeqing;  Cui, Zhihua;  Zhang, Wensheng
Favorite  |  View/Download:74/0  |  Submit date:2021/12/28
3D face reconstruction  Multi-objective evolutionary  Regularization algorithm  Computer vision  
Neural Encoding for Human Visual Cortex With Deep Neural Networks Learning "What" and "Where" 期刊论文
Authors:  Wang, Haibao;  Huang, Lijie;  Du, Changde;  Li, Dan;  Wang, Bo;  He, Huiguang
Favorite  |  View/Download:65/0  |  Submit date:2022/01/27
Visualization  Feature extraction  Encoding  Brain modeling  Biological neural networks  Sociology  Statistics  Deep neural network (DNN)  neural encoding  regularization  "what" and "where"  
Accurate AM-FM signal demodulation and separation using nonparametric regularization method 期刊论文
SIGNAL PROCESSING, 2021, 卷号: 186, 页码: 12
Authors:  Hu, Xiyuan;  Peng, Silong;  Guo, Baokui;  Xu, Pengcheng
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Nonparametric regularization method  AM-FM signal  Null space pursuit (NSP)  Differential equation  Signal demodulation and separation  
Learning to assess visual aesthetics of food images 期刊论文
COMPUTATIONAL VISUAL MEDIA, 2021, 卷号: 7, 期号: 1, 页码: 139-152
Authors:  Sheng, Kekai;  Dong, Weiming;  Huang, Haibin;  Chai, Menglei;  Zhang, Yong;  Ma, Chongyang;  Hu, Bao-Gang
Favorite  |  View/Download:95/0  |  Submit date:2021/06/15
image aesthetic assessment  food image analysis  dataset  regularization  
A Sensorless State Estimation for A Safety-Oriented Cyber-Physical System in Urban Driving: Deep Learning Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 169-178
Authors:  Mohammad Al-Sharman;  David Murdoch;  Dongpu Cao;  Chen Lv;  Yahya Zweiri;  Derek Rayside;  William Melek
Adobe PDF(24399Kb)  |  Favorite  |  View/Download:53/1  |  Submit date:2021/04/09
Brake pressure state estimation  cyber-physical system (CPS)  deep learning  dropout regularization approach  
Residual-driven Fuzzy C-Means Clustering for Image Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 876-889
Authors:  Cong Wang;  Witold Pedrycz;  ZhiWu Li;  MengChu Zhou
Adobe PDF(7675Kb)  |  Favorite  |  View/Download:71/5  |  Submit date:2021/04/09
Fuzzy C-Means  image segmentation  mixed or unknown noise  residual-driven  weighted regularization  
Deep Learning in Sheet Metal Bending With a Novel Theory-Guided Deep Neural Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 565-581
Authors:  Shiming Liu;  Yifan Xia;  Zhusheng Shi;  Hui Yu;  Zhiqiang Li;  Jianguo Lin
Adobe PDF(6784Kb)  |  Favorite  |  View/Download:77/7  |  Submit date:2021/04/09
Data-driven deep learning  deep learning  deep neural network (DNN)  intelligent manufacturing  machine learning  sheet metal forming  springback  theory-guided deep learning  theory-guided regularization