CASIA OpenIR

Browse/Search Results:  1-10 of 742 Help

Selected(0)Clear Items/Page:    Sort:
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