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Recognizing Predictive Substructures With Subgraph Information Bottleneck
期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 3, 页码: 1650-1663
作者:
Yu, Junchi
;
Xu, Tingyang
;
Rong, Yu
;
Bian, Yatao
;
Huang, Junzhou
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2024/07/03
Three-dimensional displays
Mutual information
Task analysis
Optimization
Training
Redundancy
Computer vision
Graph convolutional network
subgraph information bottleneck
graph classification
Contrastive Correlation Preserving Replay for Online Continual Learning
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2024, 卷号: 34, 期号: 1, 页码: 124-139
作者:
Yu, Da
;
Zhang, Mingyi
;
Li, Mantian
;
Zha, Fusheng
;
Zhang, Junge
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2024/03/26
Task analysis
Correlation
Knowledge transfer
Training
Memory management
Data models
Mutual information
Continual learning
catastrophic forgetting
class-incremental learning
experience replay
Exponential Information Bottleneck Theory Against Intra-Attribute Variations for Pedestrian Attribute Recognition
期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2023, 卷号: 18, 页码: 5623-5635
作者:
Wu, Junyi
;
Huang, Yan
;
Gao, Min
;
Gao, Zhipeng
;
Zhao, Jianqiang
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/11/16
Feature extraction
Pedestrians
Mutual information
Body regions
Training
Task analysis
Semantics
Pedestrian attribute recognition
intra-attribute variations
exponential information bottleneck
Adversarial Information Bottleneck
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 10
作者:
Zhai, Penglong
;
Zhang, Shihua
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/02/07
Robustness
Optimization
Mutual information
Deep learning
Perturbation methods
Training
Task analysis
Adversarial robustness
deep learning
hyperparameter selection
information bottleneck (IB)
浮游藻类细胞显微明场图像与荧光同步测量图像配准方法研究
期刊论文
中国激光, 2022, 卷号: 49
作者:
贾仁庆
;
殷高方
;
赵南京
;
徐敏
;
胡翔
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2023/11/10
bio-optics
phytoplankton
bright field image
fluorescence image
image registration
mutual information
生物光学
浮游植物
明场图像
荧光图像
图像配准
互信息
Air pollution forecasting with multivariate interval decomposition ensemble approach
期刊论文
ATMOSPHERIC POLLUTION RESEARCH, 2021, 卷号: 12, 期号: 12, 页码: 14
作者:
Dong, Yawei
;
Zhang, Chengyuan
;
Niu, Mingfei
;
Wang, Shouyang
;
Sun, Shaolong
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2022/04/02
Daily PM 10 concentration forecast
Air quality
Interval forecasting
Noise-assisted multivariate empirical mode
decomposition
Maximum mutual information
Drill the Cork of Information Bottleneck by Inputting the Most Important Data
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 页码: 13
作者:
Peng, Xinyu
;
Zhang, Jiawei
;
Wang, Fei-Yue
;
Li, Li
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2022/01/27
Training
Signal to noise ratio
Mutual information
Optimization
Convergence
Deep learning
Tools
Information bottleneck (IB) theory
machine learning
minibatch stochastic gradient descent (SGD)
typicality sampling
HTDet: A Clustering Method Using Information Entropy for Hardware Trojan Detection
期刊论文
TSINGHUA SCIENCE AND TECHNOLOGY, 2021, 卷号: 26, 期号: 1, 页码: 48-61
作者:
Lu, Renjie
;
Shen, Haihua
;
Feng, Zhihua
;
Li, Huawei
;
Zhao, Wei
收藏
  |  
浏览/下载:50/0
  |  
提交时间:2021/12/01
Hardware Trojan (HT) detection
information entropy
Density-Based Spatial Clustering of Applications with Noise (DBSCAN)
unsupervised learning
clustering
mutual information
test patterns generation
Highly-Accurate Community Detection via Pointwise Mutual Information-Incorporated Symmetric Non-Negative Matrix Factorization
期刊论文
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021, 卷号: 8, 期号: 1, 页码: 463-476
作者:
Luo, Xin
;
Liu, Zhigang
;
Shang, Mingsheng
;
Lou, Jungang
;
Zhou, MengChu
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/04/20
Detectors
Symmetric matrices
Image edge detection
Social networking (online)
Topology
Measurement
Knowledge engineering
Computational Intelligence
Social Network
Network Representation
Community Detection
Pointwise Mutual Information
Symmetric and Non-negative Matrix Factorization
Graph-regularization
A Multi-Modal Edge Consistency Metric Based on Regression Robustness of Truncated SVD
期刊论文
IEEE SIGNAL PROCESSING LETTERS, 2021, 卷号: 28, 页码: 1065-1069
作者:
Zhu, Mingzhu
;
Yu, Junzhi
;
Gao, Zhang
;
He, Bingwei
;
Liu, Jiantao
收藏
  |  
浏览/下载:39/0
  |  
提交时间:2021/08/15
Image edge detection
Measurement
Robustness
Linear regression
Complexity theory
Noise measurement
Mutual information
Regression robustness
multi-modal corres-pondence
edge consistency
singular value decomposition
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