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Self-Training Based Semi-Supervised and Semi-Paired Hashing Cross-Modal Retrieval
会议论文
, Padua, Italy, 2022-07
Authors:
Rongrong Jing
;
Hu Tian
;
Xingwei Zhang
;
Gang Zhou
;
Xiaolong Zheng
;
Dajun Zeng
Adobe PDF(682Kb)
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View/Download:117/16
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Submit date:2022/06/17
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
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View/Download:53/0
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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
图像异常检测研究现状综述
期刊论文
自动化学报, 2022, 卷号: 48, 期号: 6, 页码: 1402-1428
Authors:
吕承侃
;
沈飞
;
张正涛
;
张峰
Adobe PDF(4391Kb)
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View/Download:122/12
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Submit date:2022/06/14
图像异常检测
计算机视觉
深度学习
神经网络
背景重构
数据驱动的工业过程故障检测与隔离方法研究
学位论文
工学博士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:
任泽林
Adobe PDF(4468Kb)
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View/Download:126/6
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Submit date:2022/06/13
数据驱动
非线性工业过程
故障检测
故障隔离
质量相关
深度表示的序列图像与运动行为分类方法研究
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:
曲宇勋
Adobe PDF(4179Kb)
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View/Download:114/7
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Submit date:2022/06/14
深度表示
图像序列分类
模型融合
行为分类
半监督学习
A Semisupervised End-to-End Framework for Transportation Mode Detection by Using GPS-Enabled Sensing Devices
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 10, 页码: 7842-7852
Authors:
Li, Zhishuai
;
Xiong, Gang
;
Wei, Zebing
;
Lv, Yisheng
;
Anwar, Noreen
;
Wang, Fei-Yue
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View/Download:57/0
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Submit date:2022/07/25
GPS trajectory
human mobility
semi-supervised learning
transportation mode detection (TMD)
Margin-Based Adversarial Joint Alignment Domain Adaptation
期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 4, 页码: 2057-2067
Authors:
Zuo, Yukun
;
Yao, Hantao
;
Zhuang, Liansheng
;
Xu, Changsheng
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View/Download:92/0
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Submit date:2022/06/10
Feature extraction
Adaptation models
Image reconstruction
Generative adversarial networks
Semisupervised learning
Data models
Training
Domain adaptation
joint alignment module
margin-based generative module
A Semi-supervised End-to-end Framework for Transportation Mode Detection by Using GPS-enabled Sensing Devices
期刊论文
IEEE Internet of Things Journal, 2022, 卷号: 9, 期号: 10, 页码: 7842-7852
Authors:
Zhishuai Li
;
Gang Xiong
;
Zebing Wei
;
YIsheng Lv
;
Noreen Anwar
;
Fei-Yue Wang
Adobe PDF(2754Kb)
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Submit date:2022/04/08
Transportation mode detection , Semi-supervised learning, Human mobility , GPS trajectory.
Neural Decoding of Visual Information Across Different Neural Recording Modalities and Approaches
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 350-365
Authors:
Yi-Jun Zhang
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Submit date:2022/09/30
Neural decoding
machine learning
deep learning
visual decoding
brain-inspired vision
Cross-domain few-shot learning approach for lithium-ion battery surface defects classification using an improved siamese network
期刊论文
IEEE SENSORS JOURNAL, 2022, 页码: 1-1
Authors:
Wu, Ke
;
Tan, Jie
;
Liu, Cheng Bao
Adobe PDF(5175Kb)
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View/Download:88/18
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Submit date:2022/06/14
Few-shot Learning
3D measurement
defect detection
image classification