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Enhancing Multi-agent Coordination via Dual-channel Consensus 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 349-368
作者:  Qingyang Zhang;  Kaishen Wang;  Jingqing Ruan;  Yiming Yang;  Dengpeng Xing;  Bo Xu
Adobe PDF(4997Kb)  |  收藏  |  浏览/下载：0/0  |  提交时间：2024/04/23
Multi-agent reinforcement learning, contrastive representation learning, consensus, multi-agent cooperation, cognitive consistency  
Corporate Credit Ratings Based on Hierarchical Heterogeneous Graph Neural Networks 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 257-271
作者:  Bo-Jing Feng;  Xi Cheng;  Hao-Nan Xu;  Wen-Fang Xue
Adobe PDF(2621Kb)  |  收藏  |  浏览/下载：0/0  |  提交时间：2024/04/23
Corporate credit rating, hierarchical relation, heterogeneous graph neural networks, adversarial learning  
A Knowledge-enhanced Two-stage Generative Framework for Medical Dialogue Information Extraction 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 153-168
作者:  Zefa Hu;  Ziyi Ni;  Jing Shi;  Shuang Xu;  Bo Xu
Adobe PDF(1525Kb)  |  收藏  |  浏览/下载：0/0  |  提交时间：2024/04/23
Medical dialogue understanding, information extraction, text generation, knowledge-enhanced prompt, low-resource setting, data augmentation  
A New Diagnosis Method with Few-shot Learning Based on a Class-rebalance Strategy for Scarce Faults in Industrial Processes 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 4, 页码: 583-594
作者:  Xinyao Xu;  De Xu;  Fangbo Qin
Adobe PDF(1348Kb)  |  收藏  |  浏览/下载：0/0  |  提交时间：2024/04/23
Data augmentation, feature clustering, class-rebalance strategy, few-shot learning, fault diagnosis  
Offline Pre-trained Multi-agent Decision Transformer 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 2, 页码: 233-248
作者:  Linghui Meng;  Muning Wen;  Chenyang Le;  Xiyun Li;  Dengpeng Xing;  Weinan Zhang;  Ying Wen;  Haifeng Zhang;  Jun Wang;  Yaodong Yang;  Bo Xu
Adobe PDF(2121Kb)  |  收藏  |  浏览/下载：4/1  |  提交时间：2024/04/23
Pre-training model  multi-agent reinforcement learning (MARL)  decision making  transformer  offline reinforcement learning  
VLP: A Survey on Vision-language Pre-training 期刊论文
Machine Intelligence Research, 2023, 卷号: 20, 期号: 1, 页码: 38-56
作者:  Fei-Long Chen;  Du-Zhen Zhang;  Ming-Lun Han;  Xiu-Yi Chen;  Jing Shi;  Shuang Xu;  Bo Xu
Adobe PDF(1427Kb)  |  收藏  |  浏览/下载：1/0  |  提交时间：2024/04/23
Vision and language  pre-training  transformers  multimodal learning  representation learning  
重大装备制造多机器人任务分配与运动规划技术研究综述 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 1, 页码: 21-41
作者:  张振国;  毛建旭;  谭浩然;  王耀南;  张雪波;  江一鸣
Adobe PDF(16325Kb)  |  收藏  |  浏览/下载：7/2  |  提交时间：2024/04/12
重大装备制造  多机器人  任务分配  运动规划  
Deep Learning Based Occluded Person Re-Identification: A Survey 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2024, 卷号: 20, 期号: 3, 页码: 27
作者:  Peng, Yunjie;  Wu, Jinlin;  Xu, Boqiang;  Cao, Chunshui;  Liu, Xu;  Sun, Zhenan;  He, Zhiqiang
收藏  |  浏览/下载：27/0  |  提交时间：2024/03/26
Occluded person re-identification  partial person re-identification  literature survey  deep learning  
时序动作单元感知的开集动作识别 期刊论文
模式识别与人工智能, 2023, 卷号: 36, 期号: 9, 页码: 806-817
作者:  杨凯翔;  高君宇;  冯洋博;  徐常胜
收藏  |  浏览/下载：26/0  |  提交时间：2024/02/22
Open Set Recognition  Action Recognition  Action Unit  Feature Alignment  Temporal Perception  开集识别  动作识别  动作单元  特征对齐  时序感知  
Multi-Cue Guided Semi-Supervised Learning Toward Target Speaker Separation in Real Environments 期刊论文
IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2024, 卷号: 32, 页码: 151-163
作者:  Xu, Jiaming;  Cui, Jian;  Hao, Yunzhe;  Xu, Bo
收藏  |  浏览/下载：34/0  |  提交时间：2024/02/22
Cocktail party problem  target speaker separation  multi-cue guided separation  semi-supervised learning