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Global and local multi-modal feature mutual learning for retinal vessel segmentation 期刊论文
Pattern Recognition, 2024, 卷号: 151, 页码: 110376
Authors:  Xin Zhao;  Zhang Jing;  Qiaozhe Li;  Tengfei Zhao;  Yi Li;  Zifeng Wu
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Mutual learning  Multi-modal learning  OCTA images  Retinal vessel segmentation  
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
Authors:  Yu, Da;  Zhang, Mingyi;  Li, Mantian;  Zha, Fusheng;  Zhang, Junge;  Sun, Lining;  Huang, Kaiqi
Favorite  |  View/Download:60/0  |  Submit date:2024/03/26
Task analysis  Correlation  Knowledge transfer  Training  Memory management  Data models  Mutual information  Continual learning  catastrophic forgetting  class-incremental learning  experience replay  
Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 卷号: 45, 期号: 9, 页码: 10760 - 10777
Authors:  Du Changde(杜长德);  Fu Kaicheng(付铠城);  Li Jinpeng(李劲鹏);  He Huiguang(何晖光)
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Brain-visual-linguistic embedding  generic neural decoding  multimodal learning  mutual information maximization  
Multi-Granularity Mutual Learning Network for Object Re-Identification 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 12
Authors:  Tu, Mingfei;  Zhu, Kuan;  Guo, Haiyun;  Miao, Qinghai;  Zhao, Chaoyang;  Zhu, Guibo;  Qiao, Honglin;  Huang, Gaopan;  Tang, Ming;  Wang, Jinqiao
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Feature extraction  Visualization  Task analysis  Intelligent transportation systems  Image reconstruction  Semantics  Licenses  Object re-identification  mutual learning  feature reconstruction  solving jigsaw puzzle  
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
Authors:  Peng, Xinyu;  Zhang, Jiawei;  Wang, Fei-Yue;  Li, Li
Favorite  |  View/Download:221/0  |  Submit date: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  
Macro-micro mutual learning inside compositional model for human pose estimation 期刊论文
Neurocomputing, 2021, 卷号: 449, 期号: 449, 页码: 176-188
Authors:  Zhou Lu;  Chen Yingying;  Cao Congqi;  Chu Yakui;  Wang Jinqiao;  Lu Hanqing
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Mutual learning  Macro-micro  BMMSE  Human pose estimation  
Set-label modeling and deep metric learning on person re-identification 期刊论文
Neurocomputing, 2015, 期号: 151, 页码: 1283–1292
Authors:  Hao Liu;  Bingpeng Ma;  Lei Qin;  Junbiao Pang;  Chunjie Zhang;  Qingming Huang
View  |  Adobe PDF(2739Kb)  |  Favorite  |  View/Download:366/121  |  Submit date:2017/09/19
Person Re-identification  Mutual-information  Metric Learning  Deep Learning  Neighborhoodcomponentanalysis  
基于互信息的代价缺失学习在不平衡数据中的研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2014
Authors:  张晓晚
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不平衡数据  代价缺失学习  代价敏感学习  互信息  拒识  图形化评估方法  Class Imbalance  Cost-free Learning  Cost-sensitive Learning  Mutual Information  Abstaining  Graphical Evaluation Method  
信息论分类学习的若干问题研究 学位论文
, 中国科学院自动化研究所: 中国科学院研究生院, 2010
Authors:  刘灿涛
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信息论学习  分类性能  评价准则  方向互信息  Renyi熵  特征选择  生态数据  透明度  Information-theoretic Learning  Classifier  Evaluating Criterion  Direction Mutual Information  Feature Selection  Renyi’s Entropy  Ecological Data  Transparency  
基于互信息与先验信息的机器学习方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院研究生院, 2008
Authors:  王泳
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机器学习  先验信息  归一化互信息  人工神经元网络  模型构造  模型选择  模式识别  回归分析  Machine Learning  Prior Knowledge  Normalized Mutual Information  Artificial Neural Networks  Model Construction  Model Selection  Pattern Recognition  Regression