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Depth-Guided Vision Transformer With Normalizing Flows for Monocular 3D Object Detection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 673-689
作者:  Cong Pan;  Junran Peng;  Zhaoxiang Zhang
Adobe PDF(37784Kb)  |  收藏  |  浏览/下载：53/22  |  提交时间：2024/02/19
Monocular 3D object detection  normalizing flows  Swin Transformer  
Dendritic Learning-Incorporated Vision Transformer for Image Recognition 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 539-541
作者:  Zhiming Zhang;  Zhenyu Lei;  Masaaki Omura;  Hideyuki Hasegawa;  Shangce Gao
Adobe PDF(965Kb)  |  收藏  |  浏览/下载：87/37  |  提交时间：2024/01/23
Knowledge Transfer Learning via Dual Density Sampling for Resource-Limited Domain Adaptation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 12, 页码: 2269-2291
作者:  Zefeng Zheng;  Luyao Teng;  Wei Zhang;  Naiqi Wu;  Shaohua Teng
Adobe PDF(15412Kb)  |  收藏  |  浏览/下载：110/24  |  提交时间：2023/10/31
Cross-domain risk  dual density sampling  intra-domain risk  maximum mean discrepancy  knowledge transfer learning  resource-limited domain adaptation  
Adaptive Graph Embedding With Consistency and Specificity for Domain Adaptation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 11, 页码: 2094-2107
作者:  Shaohua Teng;  Zefeng Zheng;  Naiqi Wu;  Luyao Teng;  Wei Zhang
Adobe PDF(1786Kb)  |  收藏  |  浏览/下载：121/50  |  提交时间：2023/09/22
Adaptive adjustment  consistency and specificity  domain adaptation  graph embedding  geometrical and semantic metrics  
Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 859-876
作者:  Ahmad Chaddad;  Qizong Lu;  Jiali Li;  Yousef Katib;  Reem Kateb;  Camel Tanougast;  Ahmed Bouridane;  Ahmed Abdulkadir
Adobe PDF(6028Kb)  |  收藏  |  浏览/下载：514/366  |  提交时间：2023/03/22
Domain adaptation  explainable artificial intelligence  federated learning  
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
作者:  Yu Liu;  Bin Jiang;  Jiaming Xu
Adobe PDF(3290Kb)  |  收藏  |  浏览/下载：174/41  |  提交时间：2023/03/02
Artificial intelligence  computer vision  deep convolutional neural network  few-shot semantic segmentation  
Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 603-631
作者:  Qinghai Miao;  Yisheng Lv;  Min Huang;  Xiao Wang;  Fei-Yue Wang
Adobe PDF(11937Kb)  |  收藏  |  浏览/下载：848/145  |  提交时间：2023/03/02
Machine learning  parallel learning  parallel systems  sim-to-real  syn-to-real  virtual-to-real  
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
作者:  Jiayi Ma;  Kaining Zhang;  Junjun Jiang
Adobe PDF(15763Kb)  |  收藏  |  浏览/下载：204/46  |  提交时间：2023/01/16
Feature matching  locality preserving matching  loop closure detection  SLAM  
Part Decomposition and Refinement Network for Human Parsing 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 6, 页码: 1111-1114
作者:  Lu Yang;  Zhiwei Liu;  Tianfei Zhou;  Qing Song
Adobe PDF(1271Kb)  |  收藏  |  浏览/下载：155/38  |  提交时间：2022/05/30
Precise Agriculture: Effective Deep Learning Strategies to Detect Pest Insects 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 246-258
作者:  Luca Butera;  Alberto Ferrante;  Mauro Jermini;  Mauro Prevostini;  Cesare Alippi
Adobe PDF(24040Kb)  |  收藏  |  浏览/下载：152/11  |  提交时间：2021/11/03
Computer vision  machine learning  neural network  pest insect  pest monitoring  Popillia japonica  precise agriculture