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CASIA OpenIR

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A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 824-850
作者:  M. Victoria Luzón;  Nuria Rodríguez-Barroso;  Alberto Argente-Garrido;  Daniel Jiménez-López;  Jose M. Moyano;  Javier Del Ser;  Weiping Ding;  Francisco Herrera
Adobe PDF(4602Kb)  |  收藏  |  浏览/下载：17/4  |  提交时间：2024/03/18
Data privacy  distributed machine learning  federated learning  software frameworks  
Multimodal Fusion of Brain Imaging Data: Methods and Applications 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 136-152
作者:  Na Luo
Adobe PDF(1726Kb)  |  收藏  |  浏览/下载：60/14  |  提交时间：2024/01/25
Multimodal fusion, supervised learning, unsupervised learning, brain atlas, cognition, brain disorders  
下肢助力外骨骼人体运动意图感知方法研究 学位论文
, 2023
作者:  张兴轩
Adobe PDF(29088Kb)  |  收藏  |  浏览/下载：108/8  |  提交时间：2024/01/02
外骨骼机器人  人体运动意图识别  步态相位估计  下肢动作预测  关节力矩估计  
Active learning based 3d semantic labeling from images and videos 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2021, 卷号: 32, 期号: 12, 页码: 8101-8115
作者:  Mengqi Rong;  Hainan Cui;  Zhanyi Hu;  Hanqing Jiang;  Hongmin Liu;  Shuhan Shen
Adobe PDF(6704Kb)  |  收藏  |  浏览/下载：109/38  |  提交时间：2023/09/25
Federated Learning on Multimodal Data: A Comprehensive Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 539-553
作者:  Yi-Ming Lin, Yuan Gao, Mao-Guo Gong, Si-Jia Zhang, Yuan-Qiao Zhang, Zhi-Yuan Li
Adobe PDF(1253Kb)  |  收藏  |  浏览/下载：83/28  |  提交时间：2023/08/02
Federated learning, multimodal learning, heterogeneous data, edge computing, collaborative learning  
Second-Order Global Attention Networks for Graph Classification and Regression 会议论文
, Beijing, China, August 27-28, 2022
作者:  Hu Fenyu;  Cui Zeyu;  Wu Shu;  Liu Qiang;  Wu Jinlin;  Wang Liang;  Tan Tieniu
Adobe PDF(69424Kb)  |  收藏  |  浏览/下载：168/67  |  提交时间：2023/07/06
A Survey on Collaborative DNN Inference for Edge Intelligence 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 3, 页码: 370-395
作者:  Wei-Qing Ren
Adobe PDF(2969Kb)  |  收藏  |  浏览/下载：120/40  |  提交时间：2023/05/29
Artificial intelligence (AI), edge intelligence (EI), distributed computing, deep neural network (DNN), collaborative inference  
Pre-training in Medical Data: A Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 147-149
作者:  Yixuan Qiu
Adobe PDF(3559Kb)  |  收藏  |  浏览/下载：122/21  |  提交时间：2023/04/03
Medical data  pre-training  transfer learning  self-supervised learning  medical image data  electrocardiograms (ECG) data  
Dynamic Graph Representation for Occlusion Handling in Biometrics 会议论文
, New York, USA, 2020-7-12
作者:  Ren M(任民);  Wang YL(王云龙);  Sun ZN(孙哲南);  Tan TN(谭铁牛)
Adobe PDF(5832Kb)  |  收藏  |  浏览/下载：149/45  |  提交时间：2022/12/19
Self-Supervised Entity Alignment Based on Multi- Modal Contrastive Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 11, 页码: 2031-2033
作者:  Bo Liu;  Ruoyi Song;  Yuejia Xiang;  Junbo Du;  Weijian Ruan;  Jinhui Hu
Adobe PDF(1809Kb)  |  收藏  |  浏览/下载：144/57  |  提交时间：2022/10/09