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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：38/5  |  Submit date：2023/01/18
Deep learning  convolutional neural network (CNN)  model compression and acceleration  network pruning  regularization  
Distributed Momentum-Based Frank-Wolfe Algorithm for Stochastic Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 685-699
Authors:  Jie Hou;  Xianlin Zeng;  Gang Wang;  Jian Sun;  Jie Chen
Adobe PDF(2289Kb)  |  Favorite  |  View/Download：2/1  |  Submit date：2023/03/02
Distributed optimization  Frank-Wolfe (FW) algorithms  momentum-based method  stochastic optimization  
A Survey on the Control Lyapunov Function and Control Barrier Function for Nonlinear-Affine Control Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 584-602
Authors:  Boqian Li;  Shiping Wen;  Zheng Yan;  Guanghui Wen;  Tingwen Huang
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Control barrier function (CBF)  control Lyapunov function (CLF)  nonlinear-affine control systems  
Class-Oriented Self-Learning Graph Embedding for Image Compact Representation 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2023, 卷号: 33, 期号: 1, 页码: 74-87
Authors:  Hu, Liangchen;  Dai, Zhenlei;  Tian, Lei;  Zhang, Wensheng
Favorite  |  View/Download：4/0  |  Submit date：2023/03/20
Sparse matrices  Manifolds  Machine learning algorithms  Laplace equations  Heuristic algorithms  Data models  Data mining  Adaptive graph learning  separability examination  marginal information preserving  L-2,L-p-norm sparsity  compact representation  
Hierarchical Neighbors Embedding 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 14
Authors:  Liu, Shenglan;  Yu, Yang;  Liu, Kaiyuan;  Wang, Feilong;  Wen, Wujun;  Qiao, Hong
Favorite  |  View/Download：26/0  |  Submit date：2023/01/09
Data sparsity  hierarchical neighbors  manifold learning  topological and geometrical properties. the introduced to  
Deep Modality Assistance Co-Training Network for Semi-Supervised Multi-Label Semantic Decoding 期刊论文
IEEE Transactions on Multimedia, 2022, 卷号: 24, 页码: 3287-3299
Authors:  Dan Li;  Changde Du;  Haibao Wang;  Qiongyi Zhou;  Huiguang He
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Online Semisupervised Active Classification for Multiview PolSAR Data 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2022, 卷号: 52, 期号: 6, 页码: 4415-4429
Authors:  Nie, Xiangli;  Fan, Mingyu;  Huang, Xiayuan;  Yang, Wenjing;  Zhang, Bo;  Ma, Xiaoshuang
Favorite  |  View/Download：50/0  |  Submit date：2022/07/25
Task analysis  Feature extraction  Heuristic algorithms  Data models  Manifolds  Semisupervised learning  Training  Online active learning  online multiview learning  online semisupervised learning (SSL)  polarimetric synthetic aperture radar (PolSAR) data classification  
面向图像识别与物体检测的连续学习研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  崔波
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连续学习  深度学习  图像识别  物体检测  
图自监督学习方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  朱彦樵
Adobe PDF(3613Kb)  |  Favorite  |  View/Download：100/4  |  Submit date：2022/06/13
图表达学习  自监督学习  无监督学习  对比学习  预测式学习  
基于多模态深度对比聚类的自监督视频行为识别研究 学位论文
, 中国科学院自动化所: 中国科学院大学, 2022
Authors:  魏久桐
Adobe PDF(4465Kb)  |  Favorite  |  View/Download：94/5  |  Submit date：2022/06/15
自监督学习，多模态内容理解，行为识别，深度聚类