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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;  Sun, Lining;  Huang, Kaiqi
收藏  |  浏览/下载：10/0  |  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;  Shi, Jieming;  Zhang, Anguo
收藏  |  浏览/下载：34/0  |  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  
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：184/0  |  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  
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：133/0  |  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  
Improving Domain-adaptive Person Re-identification by Dual-alignment Learning with Camera-aware Image Generation 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2020, 卷号: 31, 期号: Early Access, 页码: 1 - 1
作者:  Chenyang Zhang;  Yongqiang Tang;  Zhizhong Zhang;  Ding Li;  Xuebing Yang;  Wensheng Zhang
Adobe PDF(7184Kb)  |  收藏  |  浏览/下载：307/79  |  提交时间：2021/06/23
Person Re-identification  Convolutional Neural Networks  Generative Adversarial Networks  Mutual Information  
Image Fusion Based on Kernel Estimation and Data Envelopment Analysis 期刊论文
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2019, 卷号: 18, 期号: 2, 页码: 487-515
作者:  Xie, Qiwei;  Chen, Xi;  Li, Lin;  Rao, Kaifeng;  Tao, Luo;  Ma, Chao
Adobe PDF(2699Kb)  |  收藏  |  浏览/下载：382/54  |  提交时间：2019/07/12
Data envelopment analysis  image fusion  mutual information  
On the role of sparsity in feature selection and an innovative method LRMI 期刊论文
Neurocomputing, 2018, 期号: 321, 页码: 237-250
作者:  Yuchun Fang;  Qiulong Yuan;  Zhaoxiang Zhang
收藏  |  浏览/下载：165/0  |  提交时间：2019/03/06
Feature Selection  L1 Regularization  Information Theory  Mutual Information  
Learning Discriminative Features for Ground-Based Cloud Classification via Mutual Information Maximization 期刊论文
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2015, 卷号: E98D, 期号: 7, 页码: 1422-1425
作者:  Liu, Shuang;  Zhang, Zhong;  Xiao, Baihua;  Cao, Xiaozhong
收藏  |  浏览/下载：163/0  |  提交时间：2015/09/23
Discriminative Patterns  Mutual Information Maximization  Ground-based Cloud Classification  
A New Strategy of Cost-Free Learning in the Class Imbalance Problem 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2014, 卷号: 26, 期号: 12, 页码: 2872-2885
作者:  Zhang, Xiaowan;  Hu, Bao-Gang
浏览  |  Adobe PDF(2241Kb)  |  收藏  |  浏览/下载：214/60  |  提交时间：2015/08/12
Classification  Class Imbalance  Cost-free Learning  Cost-sensitive Learning  Abstaining  Mutual Information  Roc  
Image fusion based on multi-objective optimization 期刊论文
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2014, 卷号: 12, 期号: 2, 页码: 1450017(1-18)
作者:  Xie, Qiwei;  Long, Qian;  Mita, Seiichi;  Guo, Chunzhao;  Jiang, An
浏览  |  Adobe PDF(1403Kb)  |  收藏  |  浏览/下载：326/89  |  提交时间：2015/08/12
Image Fusion  Total Variation  Mutual Information  Correlation Measure