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Exploring Structure Incentive Domain Adversarial Learning for Generalizable Sleep Stage Classification 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2024, 卷号: 15, 期号: 1, 页码: 30
作者:  Ma, Shuo;  Zhang, Yingwei;  Chen, Yiqiang;  Xie, Tao;  Song, Shuchao;  Jia, Ziyu
收藏  |  浏览/下载：6/0  |  提交时间：2024/07/03
physiological signal  time-series signal  sleep stage classification  domain generalization  subject independent  
Exploring Schizophrenia Classification Through Multimodal MRI and Deep Graph Neural Networks: Unveiling Brain Region-Specific Weight Discrepancies and Their Association With Cell-Type Specific Transcriptomic Features 期刊论文
SCHIZOPHRENIA BULLETIN, 2024, 页码: 19
作者:  Gao, Jingjing;  Qian, Maomin;  Wang, Zhengning;  Li, Yanling;  Luo, Na;  Xie, Sangma;  Shi, Weiyang;  Li, Peng;  Chen, Jun;  Chen, Yunchun;  Wang, Huaning;  Liu, Wenming;  Li, Zhigang;  Yang, Yongfeng;  Guo, Hua;  Wan, Ping;  Lv, Luxian;  Lu, Lin;  Yan, Jun;  Song, Yuqing;  Wang, Huiling;  Zhang, Hongxing;  Wu, Huawang;  Ning, Yuping;  Du, Yuhui;  Cheng, Yuqi;  Xu, Jian;  Xu, Xiufeng;  Zhang, Dai;  Jiang, Tianzai
收藏  |  浏览/下载：10/0  |  提交时间：2024/07/03
schizophrenia identification  multimodal MRI  deep graph neural networks  image marker  gene analysis  
Understanding and Mitigating Dimensional Collapse in Federated Learning 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 5, 页码: 2936-2949
作者:  Shi, Yujun;  Liang, Jian;  Zhang, Wenqing;  Xue, Chuhui;  Tan, Vincent Y. F.;  Bai, Song
收藏  |  浏览/下载：8/0  |  提交时间：2024/07/03
Federated learning  representation learning  distribution shift  dimensional collapse  
Structured Light-Based Underwater Collision-Free Navigation and Dense Mapping System for Refined Exploration in Unknown Dark Environments 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2024, 页码: 14
作者:  Ou, Yaming;  Fan, Junfeng;  Zhou, Chao;  Kang, Song;  Zhang, Zhuoliang;  Hou, Zeng-Guang;  Tan, Min
收藏  |  浏览/下载：11/0  |  提交时间：2024/07/03
Refined exploration  structured light vision  underwater collision-free navigation  underwater dense mapping  
Attention-Based Multiscale Feature Fusion for Efficient Surface Defect Detection 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, 卷号: 73, 页码: 10
作者:  Zhao, Yuhao;  Liu, Qing;  Su, Hu;  Zhang, Jiabin;  Ma, Hongxuan;  Zou, Wei;  Liu, Song
收藏  |  浏览/下载：5/0  |  提交时间：2024/07/03
Attention mechanism  feature enhancement  feature fusion  object detection  surface defect detection  
A Multimodal Neural Network for Contact State Recognition during Probe Implantation into Skull Holes 会议论文
, 新西兰, 2023-8
作者:  Song YJ(宋雨佳);  Wang XF(王啸峰);  Zhang DP(张大朋)
Adobe PDF(1573Kb)  |  收藏  |  浏览/下载：26/11  |  提交时间：2024/06/26
Line-Based 3D Building Abstraction and Polygonal Surface Reconstruction From Images 期刊论文
IEEE Transactions on Visualization and Computer Graphics, 2022, 卷号: xx, 期号: xx, 页码: 1-15
作者:  Guo, Jianwei;  Liu, Yanchao;  Song, Xin;  Liu, Haoyu;  Zhang, Xiaopeng;  Cheng, Zhanglin
Adobe PDF(6913Kb)  |  收藏  |  浏览/下载：35/13  |  提交时间：2024/06/03
3D reconstruction  3D Line cloud  Scene abstraction  Polygonal mesh model  
HetGRec: Heterogeneous Graph Attention Network for Group Recommendation 期刊论文
IEEE Intelligent Systems, 2023, 卷号: 38, 期号: 1, 页码: 9-18
作者:  Song Zhang;  Nan Zheng;  Danli Wang
Adobe PDF(2471Kb)  |  收藏  |  浏览/下载：28/10  |  提交时间：2024/05/31
Target Controllability of Multiplex Networks With Weighted Interlayer Edges 期刊论文
IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2024, 卷号: 11, 期号: 1, 页码: 313-325
作者:  Ding, Jie;  Zhang, Yaozhong;  Song, Kun;  Li, Guoqi;  Wang, Wei;  Liu, Kexin
收藏  |  浏览/下载：51/0  |  提交时间：2024/03/26
Multiplex networks  weighted networks  target controllability  minimum cost max flow  
MMT: Cross Domain Few-Shot Learning via Meta-Memory Transfer 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 12, 页码: 15018-15035
作者:  Wang, Wenjian;  Duan, Lijuan;  Wang, Yuxi;  Fan, Junsong;  Zhang, Zhaoxiang
收藏  |  浏览/下载：75/0  |  提交时间：2024/03/26
Memory  few-shot learning  semantic segmentation  cross-domain