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CNN-Based Broad Learning for Cross-Domain Emotion Classification 期刊论文
TSINGHUA SCIENCE AND TECHNOLOGY, 2023, 卷号: 28, 期号: 2, 页码: 360-369
Authors:  Zeng, Rong;  Liu, Hongzhan;  Peng, Sancheng;  Cao, Lihong;  Yang, Aimin;  Zong, Chengqing;  Zhou, Guodong
Favorite  |  View/Download:29/0  |  Submit date:2022/11/14
Measurement  Deep learning  Adaptation models  Feature extraction  Convolutional neural networks  Data mining  Task analysis  cross-domain emotion classification  CNN  broad learning  classifier  co-training  
Remaining Useful Life Prediction With Partial Sensor Malfunctions Using Deep Adversarial Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 121-134
Authors:  Xiang Li;  Yixiao Xu;  Naipeng Li;  Bin Yang;  Yaguo Lei
Adobe PDF(2608Kb)  |  Favorite  |  View/Download:10/2  |  Submit date:2023/01/03
Adversarial training  data fusion  deep learning  remaining useful life (RUL) prediction  sensor malfunction  
VLP: A Survey on Vision-language Pre-training 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 38-56
Authors:  Fei-Long Chen
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Vision and language  pre-training  transformers  multimodal learning  representation learning  
Federated Learning with Privacy-preserving and Model IP-right-protection 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 19-37
Authors:  Qiang Yang
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Federated learning  privacy-preserving machine learning  security  decentralized learning  intellectual property protection  
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
Authors:  Wentao Mao;  Gangsheng Wang;  Linlin Kou;  Xihui Liang
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Anomaly detection  domain adaptation  domain-adversarial training  one-class classification  transfer learning  
A Survey on Negative Transfer 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 305-329
Authors:  Wen Zhang;  Lingfei Deng;  Lei Zhang;  Dongrui Wu
Adobe PDF(2739Kb)  |  Favorite  |  View/Download:14/1  |  Submit date:2023/01/16
Domain adaptation  domain similarity  negative transfer  positive transfer  transfer learning  
基于跨语言知识迁移的多语言神经机器翻译方法研究 学位论文
, 2022
Authors:  王迁
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神经机器翻译  翻译任务聚类  参数分化  同步交互解码  
鲁棒的口语翻译方法研究 学位论文
, 2022
Authors:  王世宁
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口语翻译  鲁棒神经机器翻译  不流利现象  对比学习  
嵌入结构先验的机器人技能学习算法研究 学位论文
, 2022
Authors:  张丰一
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技能学习  结构先验知识  机器人  状态表示学习  强化学习  
Towards Corruption-Agnostic Robust Domain Adaptation 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2022, 卷号: 18, 期号: 4, 页码: 16
Authors:  Xu, Yifan;  Sheng, Kekai;  Dong, Weiming;  Wu, Baoyuan;  Xu, Changsheng;  Hu, Bao-Gang
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Domain adaptation  corruption robustness  transfer learning