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| 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：14/3 | 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：9/1 | 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：8/1 | Submit date：2023/01/03
Blind super-resolution contrastive learning deep learning image super-resolution (SR) |
| 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
Adobe PDF(25706Kb) | Favorite | View/Download：8/1 | Submit date：2023/01/16
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：7/1 | Submit date：2023/01/16
Domain adaptation domain similarity negative transfer positive transfer transfer learning |
| Pruning-aware Sparse Regularization for Network Pruning 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 109-120
Authors: Nan-Fei Jiang
Adobe PDF(1665Kb) | Favorite | View/Download：11/2 | Submit date：2023/01/18
Deep learning convolutional neural network (CNN) model compression and acceleration network pruning regularization |
| 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：12/2 | Submit date：2023/01/18
Camouflaged object detection (COD) object gradient soft grouping efficient model image segmentation |
| Visual Superordinate Abstraction for Robust Concept Learning 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 79-91
Authors: Qi Zheng
Adobe PDF(2703Kb) | Favorite | View/Download：10/2 | Submit date：2023/01/18
Concept learning visual question answering weakly-supervised learning multi-modal learning curriculum 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
Adobe PDF(2634Kb) | Favorite | View/Download：9/1 | Submit date：2023/01/18
Federated learning privacy-preserving machine learning security decentralized learning intellectual property protection |
| 面向微观连接组学的神经结构三维重建算法研究 学位论文
, 2022
Authors: 洪贝
Adobe PDF(59244Kb) | Favorite | View/Download：23/0 | Submit date：2023/01/11
神经结构 连接组学 电子显微镜图像 三维重建 自动分割算法 |
