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Deep representation learning for domain generalization with information bottleneck principle
期刊论文
PATTERN RECOGNITION, 2023, 卷号: 143, 页码: 12
作者:
Zhang, Jiao
;
Zhang, Xu-Yao
;
Wang, Chuang
;
Liu, Cheng-Lin
收藏
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浏览/下载：4/0
|
提交时间：2023/11/17
Domain generalization
Information bottleneck
Representation learning
Constrained Maximum Cross-Domain Likelihood for Domain Generalization
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 页码: 15
作者:
Lin, Jianxin
;
Tang, Yongqiang
;
Wang, Junping
;
Zhang, Wensheng
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浏览/下载：4/0
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提交时间：2023/11/17
Optimization
Feature extraction
Metalearning
Entropy
Training
Hospitals
Task analysis
Distribution shift
domain adaptation
domain generalization
domain-invariant representation
joint distribution alignment
Unsupervised model adaptation for multivariate calibration by domain adaptation-regularization based kernel partial least square
期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2023, 卷号: 292, 页码: 17
作者:
Shan, Peng
;
Bi, Yiming
;
Li, Zhigang
;
Wang, Qiaoyun
;
He, Zhonghai
收藏
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浏览/下载：2/0
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提交时间：2023/11/17
Model adaptation
Domain-invariant feature representation
Projected maximum mean discrepancy
Kernel partial least squares
Deep Domain-Adversarial Anomaly Detection With One-Class Transfer Learning
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 524-546
作者:
Wentao Mao
;
Gangsheng Wang
;
Linlin Kou
;
Xihui Liang
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浏览/下载：13/0
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提交时间：2023/01/16
Anomaly detection
domain adaptation
domain-adversarial training
one-class classification
transfer learning
Generalization on Unseen Domains via Model-Agnostic Learning for Intelligent Fault Diagnosis
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 卷号: 71, 页码: 11
作者:
Wang, Huanjie
;
Bai, Xiwei
;
Wang, Sihan
;
Tan, Jie
;
Liu, Chengbao
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浏览/下载：17/0
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提交时间：2022/06/06
Fault diagnosis
Data models
Task analysis
Representation learning
Adaptation models
Training data
Training
Convolutional neural network (CNN)
data-driven fault diagnosis
domain generalization (DG)
model-agnostic learning
rolling bearing
Multimodal Disentangled Domain Adaption for Social Media Event Rumor Detection
期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 4441-4454
作者:
Zhang, Huaiwen
;
Qian, Shengsheng
;
Fang, Quan
;
Xu, Changsheng
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浏览/下载：7/0
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提交时间：2022/01/27
Social networking (online)
Feature extraction
Task analysis
Adaptation models
Writing
Visualization
Training
Disentanglement representation learning
domain adaptation
event rumor detection
social media
An Efficient LSTM Network for Emotion Recognition from Multichannel EEG Signals
期刊论文
IEEE Transactions on Affective Computing, 2020
作者:
Du, Xiaobing
;
Ma, Cuixia
;
Zhang, Guanhua
;
Li, Jinyao
;
Lai, Yu-Kun
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浏览/下载：27/0
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提交时间：2021/06/11
End-to-End Post-Filter for Speech Separation With Deep Attention Fusion Features
期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2020, 卷号: 28, 期号: 28, 页码: 1303-1314
作者:
Fan, Cunhang
;
Tao, Jianhua
;
Liu, Bin
;
Yi, Jiangyan
;
Wen, Zhengqi
收藏
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浏览/下载：11/0
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提交时间：2020/06/22
Feature extraction
Training
Interference
Speech enhancement
Clustering algorithms
Spectrogram
Speech separation
end-to-end post-filter
deep attention fusion features
deep clustering
permutation invariant training
Multi-Domain and Multi-Task Learning for Human Action Recognition
期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 2, 页码: 853-867
作者:
Xu, Ning
;
Zhang, Yong-Dong
;
Su, Yu-Ting
;
Nie, Wei-Zhi
;
Liu, An-An
收藏
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浏览/下载：51/0
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提交时间：2019/04/03
Domain-invariant Learning
multi-task learning
human action recognition
Adaptive 3D shape context representation for motion trajectory classification
期刊论文
multimedia tools and applications, 2017, 卷号: 76, 期号: 14, 页码: 15413-15434
作者:
Liu, Weihua
;
Li, Zuhe
;
Zhang, Geng
;
Zhang, Zhong
收藏
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浏览/下载：28/0
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提交时间：2017/07/21
Gesture trajectory
Shape context
Dynamic time warping
Gesture Classification
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