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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：6/2  |  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  
Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 603-631
作者:  Qinghai Miao;  Yisheng Lv;  Min Huang;  Xiao Wang;  Fei-Yue Wang
Adobe PDF(11937Kb)  |  收藏  |  浏览/下载：824/144  |  提交时间：2023/03/02
Machine learning  parallel learning  parallel systems  sim-to-real  syn-to-real  virtual-to-real  
SST-GAN: Single Sample-based Realistic Traffic Image Generation for Parallel Vision 会议论文
, Macau, China, 2022-10-08~2022-10-12
作者:  Jiangong Wang;  Yutong Wang;  Yonglin Tian;  Xiao Wang;  Fei-Yue Wang
Adobe PDF(1971Kb)  |  收藏  |  浏览/下载：101/25  |  提交时间：2023/05/17
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：283/43  |  提交时间：2022/06/10
Photo-to-caricature translation  Generative adversarial networks  Image-to-image translation  Style transfer  Image warping  
Local and Global Perception Generative Adversarial Network for Facial Expression Synthesis 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2022, 卷号: 32, 期号: 3, 页码: 1443-1452
作者:  Xia, Yifan;  Zheng, Wenbo;  Wang, Yiming;  Yu, Hui;  Dong, Junyu;  Wang, Fei-Yue
收藏  |  浏览/下载：170/0  |  提交时间：2022/06/06
Task analysis  Face recognition  Mouth  Generative adversarial networks  Facial features  Generators  Gallium nitride  Facial expression synthesis  generative adversarial networks  facial expression recognition  local facial region  facial mask  
HackGAN: Harmonious Cross-Network Mapping Using CycleGAN With Wasserstein-Procrustes Learning for Unsupervised Network Alignment 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 页码: 14
作者:  Yang, Linyao;  Wang, Xiao;  Zhang, Jun;  Yang, Jun;  Xu, Yancai;  Hou, Jiachen;  Xin, Kejun;  Wang, Fei-Yue
Adobe PDF(4053Kb)  |  收藏  |  浏览/下载：278/42  |  提交时间：2022/03/17
Task analysis  Optimization  Generative adversarial networks  Computational modeling  Automation  Training  Standards  Embedding  generative adversarial network  network alignment (NA)  optimal transport  unsupervised learning  
AdapGL: An adaptive graph learning algorithm for traffic prediction based on spatiotemporal neural networks 期刊论文
Transportation Research Part C, 2022, 期号: 99, 页码: 1-1
作者:  Wei Zhang;  Fenghua Zhu;  Yisheng Lv;  Chang Tan;  Wen Liu;  Xin Zhang;  Fei-Yue Wang
Adobe PDF(2619Kb)  |  收藏  |  浏览/下载：360/119  |  提交时间：2022/04/08
Adaptive graph learning, Traffic prediction, Graph convolutional network, Expectation maximization, Deep learning  
A Semi-supervised End-to-end Framework for Transportation Mode Detection by Using GPS-enabled Sensing Devices 期刊论文
IEEE Internet of Things Journal, 2022, 卷号: 9, 期号: 10, 页码: 7842-7852
作者:  Zhishuai Li;  Gang Xiong;  Zebing Wei;  YIsheng Lv;  Noreen Anwar;  Fei-Yue Wang
Adobe PDF(2754Kb)  |  收藏  |  浏览/下载：212/64  |  提交时间：2022/04/08
Transportation mode detection , Semi-supervised learning, Human mobility , GPS trajectory.  
Data-efficient image captioning of fine art paintings via virtual-real semantic alignment training 期刊论文
Neurocomputing, 2022, 页码: 163–180
作者:  Lu Yue;  Guo Chao;  Dai Xingyuan;  Wang Fei-yue
Adobe PDF(6207Kb)  |  收藏  |  浏览/下载：228/67  |  提交时间：2022/06/16
平行艺术  绘画图像标注  
Exploring Image Generation for UAV Change Detection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 6, 页码: 1061-1072
作者:  Xuan Li;  Haibin Duan;  Yonglin Tian;  Fei-Yue Wang
Adobe PDF(6339Kb)  |  收藏  |  浏览/下载：181/54  |  提交时间：2022/05/30
Change detection  computer graphics  image translation  simulated images  synthetic images  unmanned aerial vehicles (UAVs)