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Improve Robustness and Accuracy of Deep Neural Network with L-2,L-infinity Normalization
期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2022, 页码: 26
作者:
Yu Lijia
;
Gao Xiao-Shan
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/02/07
Deep neural network
global robustness measure
L-2,L-infinity
normalization
over-fitting
Rademacher complexity
smooth DNN
Joint Sparse Locality-Aware Regression for Robust Discriminative Learning
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2021, 页码: 14
作者:
Hu, Liangchen
;
Zhang, Wensheng
;
Dai, Zhenlei
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  |  
浏览/下载:28/0
  |  
提交时间:2022/02/16
Feature selection and extraction
joint L-2,L-1-norms sparsity
locality-aware graph learning
marginal representation learning
Dynamic and reliable subtask tracker with general schatten p-norm regularization
期刊论文
PATTERN RECOGNITION, 2021, 卷号: 120, 页码: 1-14
作者:
Fan BJ(范保杰)
;
Cong Y(丛杨)
;
Tian JD(田建东)
;
Tang YD(唐延东)
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  |  
浏览/下载:8/0
  |  
提交时间:2021/09/09
Reliable multi-subtask tracking
Weighted schatten p-norm
Hyper-graph regularization
Decision-evaluation strategy
Dual L-1-Normalized Context Aware Tensor Power Iteration and Its Applications to Multi-object Tracking and Multi-graph Matching
期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2019, 页码: 33
作者:
Hu, Weiming
;
Shi, Xinchu
;
Zhou, Zongwei
;
Xing, Junliang
;
Ling, Haibin
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  |  
浏览/下载:67/0
  |  
提交时间:2019/12/16
Multi-dimensional assignment
Context
hyper-context aware tensor power iteration
Multi-object tracking
Multi-graph matching
An efficient algorithm for bounded spectral matching with affine constraint
期刊论文
NUMERICAL LINEAR ALGEBRA WITH APPLICATIONS, 2019, 卷号: 26, 期号: 5
作者:
Dou, Yan
;
Gu, Ming
;
Chandrasekaran, Shivkumar
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  |  
浏览/下载:9/0
  |  
提交时间:2019/11/15
BSMAC formulation
graph matching
matrix transformation
numerical method
optimization problem
upper-bound constraint
Joint Learning of Fuzzy k-Means and Nonnegative Spectral Clustering With Side Information
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 5, 页码: 2152–2162
作者:
Zhang, Rui
;
Nie, Feiping
;
Guo, Muhan
;
Wei, Xian
;
Li, Xuelong
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  |  
浏览/下载:110/0
  |  
提交时间:2019/03/20
Fuzzy K-means
spectral clustering
adaptive loss function
Low-Rank 2-D Neighborhood Preserving Projection for Enhanced Robust Image Representation
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 5, 页码: 1859–1872
作者:
Lu, Yuwu
;
Lai, Zhihui
;
Li, Xuelong
;
Wong, Wai Keung
;
Yuan, Chun
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  |  
浏览/下载:45/0
  |  
提交时间:2019/04/12
2-D neighborhood preserving projection (2DNPP)
image representation
low-rank
robust feature extraction
On problems about judicious bipartitions of graphs
期刊论文
JOURNAL OF COMBINATORIAL THEORY SERIES B, 2019, 卷号: 139, 页码: 230-250
作者:
Ji, Yuliang
;
Ma, Jie
;
Yan, Juan
;
Yu, Xingxing
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/11
Bipartition
Bisection
Degree sequence
Complete k-partite graph
l(lambda)-norm
Embedding fuzzy k-means with nonnegative spectral clustering via incorporating side information
会议论文
Torino, Italy, 2018-10-22
作者:
Guo, Muhan
;
Nie, Feiping
;
Zhang, Rui
;
Li, Xuelong
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  |  
浏览/下载:30/0
  |  
提交时间:2018/12/21
Context-Dependent Random Walk Graph Kernels and Tree Pattern Graph Matching Kernels With Applications to Action Recognition
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 10, 页码: 5060-5075
作者:
Hu, Weiming
;
Wu, Baoxin
;
Wang, Pei
;
Yuan, Chunfeng
;
Li, Yangxi
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  |  
浏览/下载:28/0
  |  
提交时间:2019/12/16
Visual action recognition
graph kernel
graph matching
contexts
tree patterns
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