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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：48/7 | Submit date：2023/01/03
Deep learning graph neural network (GNN) multi-stream spatial-temporal feature extraction temporal graph traffic prediction |
| Toward Data-Driven Digital Therapeutics Analytics: Literature Review and Research Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 42-66
Authors: Uichin Lee; Gyuwon Jung; Eun-Yeol Ma; Jin San Kim; Heepyung Kim; Jumabek Alikhanov; Youngtae Noh; Heeyoung Kim
Adobe PDF(2887Kb) | Favorite | View/Download：25/0 | Submit date：2023/01/03
Causal inference data-driven analytics framework digital therapeutics (DTx) mobile and wearable data technical and behavioral engagement |
| 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：33/2 | Submit date：2023/01/03
Adversarial training data fusion deep learning remaining useful life (RUL) prediction sensor malfunction |
| 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：22/2 | Submit date：2023/01/03
Blind super-resolution contrastive learning deep learning image super-resolution (SR) |
| 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
Adobe PDF(1427Kb) | Favorite | View/Download：34/4 | Submit date：2023/01/18
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
Adobe PDF(2634Kb) | Favorite | View/Download：49/5 | Submit date：2023/01/18
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
 Adobe PDF(25706Kb) | Favorite | View/Download：20/1 | Submit date：2023/01/16
Anomaly detection domain adaptation domain-adversarial training one-class classification 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：40/5 | Submit date：2023/01/18
Deep learning convolutional neural network (CNN) model compression and acceleration network pruning regularization |
| Squeezing More Past Knowledge for Online Class-Incremental Continual Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 722-736
Authors: Da Yu; Mingyi Zhang; Mantian Li; Fusheng Zha; Junge Zhang; Lining Sun; Kaiqi Huang
Adobe PDF(7599Kb) | Favorite | View/Download：14/2 | Submit date：2023/03/02
Catastrophic forgetting class-incremental learning continual learning (CL) experience replay |
| Axial Assembled Correspondence Network for Few-Shot Semantic Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 711-721
Authors: Yu Liu; Bin Jiang; Jiaming Xu
Adobe PDF(3290Kb) | Favorite | View/Download：7/0 | Submit date：2023/03/02
Artificial intelligence computer vision deep convolutional neural network few-shot semantic segmentation |
