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| Adversarial training with distribution normalization and margin balance 期刊论文
PATTERN RECOGNITION, 2023, 卷号: 136, 页码: 11
Authors: Cheng, Zhen; Zhu, Fei ; Zhang, Xu-Yao; Liu, Cheng-Lin
  Favorite | View/Download：32/0 | Submit date：2023/01/09
Adversarial robustness Adversarial training Distribution normalization Margin balance |
| STGSA: A Novel Spatial-Temporal Graph Synchronous Aggregation Model for Traffic Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 226-238
Authors: Zebing Wei; Hongxia Zhao; Zhishuai Li; Xiaojie Bu; Yuanyuan Chen; Xiqiao Zhang; Yisheng Lv; Fei-Yue Wang
 Adobe PDF(7068Kb) | Favorite | View/Download：44/7 | Submit date：2023/01/03
Deep learning graph neural network (GNN) multi-stream spatial-temporal feature extraction temporal graph traffic prediction |
| A Hybrid Ensemble Deep Learning Approach for Early Prediction of Battery Remaining Useful Life 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 177-187
Authors: Qing Xu; Min Wu; Edwin Khoo; Zhenghua Chen; Xiaoli Li
Adobe PDF(6437Kb) | Favorite | View/Download：21/1 | Submit date：2023/01/03
Deep learning early prediction lithium-ion battery remaining useful life (RUL) |
| Contrastive Learning for Blind Super-Resolution via A Distortion-Specific Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 78-89
Authors: Xinya Wang; Jiayi Ma; Junjun Jiang
Adobe PDF(11082Kb) | Favorite | View/Download：21/2 | Submit date：2023/01/03
Blind super-resolution contrastive learning deep learning image super-resolution (SR) |
| 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
Adobe PDF(2634Kb) | Favorite | View/Download：48/5 | Submit date：2023/01/18
Federated learning privacy-preserving machine learning security decentralized learning intellectual property protection |
| Deep Gradient Learning for Efficient Camouflaged Object Detection 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 92-108
Authors: Ge-Peng Ji
Adobe PDF(5723Kb) | Favorite | View/Download：40/6 | Submit date：2023/01/18
Camouflaged object detection (COD) object gradient soft grouping efficient model image segmentation |
| Loop Closure Detection via Locality Preserving Matching With Global Consensus 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 411-426
Authors: Jiayi Ma; Kaining Zhang; Junjun Jiang
Adobe PDF(15763Kb) | Favorite | View/Download：19/0 | Submit date：2023/01/16
Feature matching locality preserving matching loop closure detection SLAM |
| A Quantum Tanimoto Coefficient Fidelity for Entanglement Measurement 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 439-450
Authors: Yangyang Zhao; Fuyuan Xiao; Masayoshi Aritsugi; Weiping Ding
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Distance measure entanglement measurement fidelity measure quantum Tanimoto coefficient (QTC) similarity measure uncertainty |
| 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：27/1 | Submit date：2023/01/16
Domain adaptation domain similarity negative transfer positive transfer transfer learning |
