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CASIA OpenIR
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从基础智能到通用智能:基于大模型的GenAI和AGI之现状与展望 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 4, 页码: 674-687
作者:  缪青海;  王兴霞;  杨静;  赵勇;  王雨桐;  陈圆圆;  田永林;  俞怡;  林懿伦;  鄢然;  马嘉琪;  那晓翔;  王飞跃
Adobe PDF(3381Kb)  |  收藏  |  浏览/下载：76/46  |  提交时间：2024/04/28
生成式人工智能  大语言模型  基础模型  通用人工智能  基础智能  平行智能  Sora  
Two Birds With One Stone: Knowledge-Embedded Temporal Convolutional Transformer for Depression Detection and Emotion Recognition 期刊论文
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2023, 卷号: 14, 期号: 4, 页码: 2595-2613
作者:  Zheng, Wenbo;  Yan, Lan;  Wang, Fei-Yue
收藏  |  浏览/下载：40/0  |  提交时间：2024/03/27
Multimodal depression detection  multimodal emotion recognition  transformer  knowledge embedding  joint learning  
Heterogeneous Image Knowledge Driven Visual Perception 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 1, 页码: 255-257
作者:  Lan Yan;  Wenbo Zheng;  Fei-Yue Wang
Adobe PDF(5837Kb)  |  收藏  |  浏览/下载：135/40  |  提交时间：2024/01/02
So Many Heads, So Many Wits: Multimodal Graph Reasoning for Text-Based Visual Question Answering 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 页码: 12
作者:  Zheng, Wenbo;  Yan, Lan;  Wang, Fei-Yue
收藏  |  浏览/下载：99/0  |  提交时间：2023/12/21
Graph attention  graph reasoning  multimodal graph  self-attention  text-based visual question answering  
Knowledge-Embedded Mutual Guidance for Visual Reasoning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2023, 页码: 13
作者:  Zheng, Wenbo;  Yan, Lan;  Chen, Long;  Li, Qiang;  Wang, Fei-Yue
收藏  |  浏览/下载：121/0  |  提交时间：2023/11/16
Attention model  joint learning  knowledge embedding  visual reasoning  
Process Monitoring, Diagnosis and Control of Additive Manufacturing 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2022, 页码: 27
作者:  Fang, Qihang;  Xiong, Gang;  Zhou, MengChu;  Tamir, Tariku Sinshaw;  Yan, Chao-Bo;  Wu, Huaiyu;  Shen, Zhen;  Wang, Fei-Yue
收藏  |  浏览/下载：213/0  |  提交时间：2023/03/20
Additive manufacturing (AM)  in-situ monitoring  defect detection  fault diagnosis  closed-loop control  
Fuzzy Deep Forest With Deep Contours Feature for Leaf Cultivar Classification 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2022, 卷号: 30, 期号: 12, 页码: 5431-5444
作者:  Zheng, Wenbo;  Yan, Lan;  Gou, Chao;  Wang, Fei-Yue
收藏  |  浏览/下载：219/0  |  提交时间：2023/01/09
Contour feature learning  data augmentation  deep forest  fuzzy logic  
Black swan event small-sample transfer learning (BEST-L) and its case study on electrical power prediction in COVID-19 期刊论文
APPLIED ENERGY, 2022, 卷号: 309, 页码: 10
作者:  Hu, Chenxi;  Zhang, Jun;  Yuan, Hongxia;  Gao, Tianlu;  Jiang, Huaiguang;  Yan, Jing;  Gao, David Wenzhong;  Wang, Fei-Yue
收藏  |  浏览/下载：200/0  |  提交时间：2022/07/25
Transfer learning  Black swan event  Small-sample learning  COVID-19  Load forecasting  
IPGAN: Identity-Preservation Generative Adversarial Network for unsupervised photo-to-caricature translation 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2022, 卷号: 241, 页码: 11
作者:  Yan, Lan;  Zheng, Wenbo;  Gou, Chao;  Wang, Fei-Yue
Adobe PDF(3723Kb)  |  收藏  |  浏览/下载：317/51  |  提交时间：2022/06/10
Photo-to-caricature translation  Generative adversarial networks  Image-to-image translation  Style transfer  Image warping  
Explanation guided cross-modal social image clustering 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 593, 页码: 1-16
作者:  Yan, Xiaoqiang;  Mao, Yiqiao;  Ye, Yangdong;  Yu, Hui;  Wang, Fei-Yue
收藏  |  浏览/下载：220/0  |  提交时间：2022/06/10
Social image clustering  Human explanation  Side information  Information maximization  Interactive optimization