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Altered large-scale dynamic connectivity patterns in Alzheimer's disease and mild cognitive impairment patients: A machine learning study 期刊论文
Huamn Brian Mapping, 2023, 卷号: 44, 期号: 9, 页码: 3467-3480
作者:  Rixing Jing;  Pindong Chen;  Yongbin Wei;  Juanning Si;  Yuying Zhou;  Dawei Wang;  Chengyuan Song;  Hongwei Yang;  Zengqiang Zhang;  Hongxiang Yao;  Xiaopeng Kang;  Lingzhong Fan;  Tong Han;  Wen Qin;  Bo Zhou;  Tianzi Jiang;  Jie Lu;  Ying Han;  Xi Zhang;  Bing Liu;  Chunshui Yu;  Pan Wang;  Yong Liu
Adobe PDF(3939Kb)  |  收藏  |  浏览/下载：28/8  |  提交时间：2024/07/09
Adversarial Contrastive Learning for Evidence-aware Fake News Detection with Graph Neural Networks 期刊论文
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023, 页码: 1-14
作者:  Junfei Wu;  Weizhi Xu;  Qiang Liu;  Shu Wu;  Liang Wang
Adobe PDF(4374Kb)  |  收藏  |  浏览/下载：26/6  |  提交时间：2024/06/21
Parameter Identification and Refinement for Parallel PCB Inspection in Cyber-Physical-Social Systems 期刊论文
IEEE Transactions on Computational Social Systems, 2023, 页码: 1-10
作者:  Yansong Cao;  Yutong Wang;  Jiangong Wang;  Yonglin Tian;  Xiao Wang;  Fei-Yue Wang
Adobe PDF(2150Kb)  |  收藏  |  浏览/下载：40/13  |  提交时间：2024/06/06
Imaging  Inspection  Image segmentation  Image quality  Hardware  Training  Software  Automated optical inspection (AOI)  parallel printed circuit board (PCB) inspection  parameter identification  parameter refinement  
具有类万有引力的有界置信观点动力学分析与应用 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 9, 页码: 1967-1975
作者:  刘青松;  习晓苗;  柴利
Adobe PDF(3533Kb)  |  收藏  |  浏览/下载：48/22  |  提交时间：2024/04/24
观点动力学  类万有引力  有界置信  社会网络  收敛性  
Large-scale Multi-modal Pre-trained Models: A Comprehensive Survey 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 447-482
作者:  Xiao Wang;  Guangyao Chen;  Guangwu Qian;  Pengcheng Gao;  Xiao-Yong Wei;  Yaowei Wang;  Yonghong Tian;  Wen Gao
Adobe PDF(3540Kb)  |  收藏  |  浏览/下载：66/15  |  提交时间：2024/04/23
Multi-modal (MM), pre-trained model (PTM), information fusion, representation learning, deep learning  
Deep Learning-based Moving Object Segmentation: Recent Progress and Research Prospects 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 3, 页码: 335-369
作者:  Rui Jiang;  Ruixiang Zhu;  Hu Su;  Yinlin Li;  Yuan Xie;  Wei Zou
Adobe PDF(9061Kb)  |  收藏  |  浏览/下载：50/9  |  提交时间：2024/04/23
Moving object segmentation (MOS), change detection, background subtraction, deep learning (DL), video understanding  
Vision Enhanced Generative Pre-trained Language Model for Multimodal Sentence Summarization 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 289-298
作者:  Liqiang Jing;  Yiren Li;  Junhao Xu;  Yongcan Yu;  Pei Shen;  Xuemeng Song
Adobe PDF(2389Kb)  |  收藏  |  浏览/下载：53/24  |  提交时间：2024/04/23
Multimodal sentence summarization (MMSS)  generative pre-trained language model (GPLM)  natural language generation  deep learning  artificial intelligence  
EVA2.0: Investigating Open-domain Chinese Dialogue Systems with Large-scale Pre-training 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 207-219
作者:  Yuxian Gu;  Jiaxin Wen;  Hao Sun;  Yi Song;  Pei Ke;  Chujie Zheng;  Zheng Zhang;  Jianzhu Yao;  Lei Liu;  Xiaoyan Zhu;  Minlie Huang
Adobe PDF(1846Kb)  |  收藏  |  浏览/下载：50/19  |  提交时间：2024/04/23
Natural language processing  deep learning (DL)  large-scale pre-training  dialogue systems  Chinese open-domain conversational model  
Swarm Intelligence Research: From Bio-inspired Single-population Swarm Intelligence to Humanmachine Hybrid Swarm Intelligence 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 121-144
作者:  Guo-Yin Wang;  Dong-Dong Cheng;  De-You Xia;  Hai-Huan Jiang
Adobe PDF(2487Kb)  |  收藏  |  浏览/下载：48/14  |  提交时间：2024/04/23
Swarm intelligence  single-population  multi-population  human-machine hybrid  multi-granularity  
面向非独立同分布数据的自适应联邦深度学习算法 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 12, 页码: 2493-2506
作者:  张泽辉;  李庆丹;  富瑶;  何宁昕;  高铁杠
Adobe PDF(2497Kb)  |  收藏  |  浏览/下载：72/31  |  提交时间：2024/04/17
联邦学习  深度学习  隐私保护  同态加密  混沌系统