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Inversion Based on a Detached Dual-channel Domain Method for StyleGAN2 Embedding 期刊论文
IEEE Signal Processing Letters, 2021, 卷号: 28, 页码: 1-5
Authors:  Yang N(杨楠);  Zhou, Mengchu;  Xia BJ(夏冰洁);  Guo, Xiwang;  Qi, Liang
Adobe PDF(3632Kb)  |  Favorite  |  View/Download:60/3  |  Submit date:2021/03/21
Deep Learning  Generative Adversarial Networks  Image Reconstruction  Latent Code Optimization  
Generating and Editing Arbitrary Facial Images by Learning Feature Axis 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 135468-135478
Authors:  Yang N(杨楠);  Xu YY(许原野);  Zheng ZY(郑泽宇);  Qi, Liang;  Guo, Xiwang;  Wang TR(王天然)
Adobe PDF(2449Kb)  |  Favorite  |  View/Download:134/14  |  Submit date:2020/08/22
Mathematical model  Gallium nitride  Computational modeling  Training  Generators  Decoding  Generative adversarial networks  Deep learning  generative adversarial networks  image generating  image editing  
New Results on Joint Classification of Vertical Structure of Ocean Properties at a Global Scale 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 66448-66455
Authors:  Fu Y(傅洋);  Zheng ZY(郑泽宇);  Zhou MC(周孟初);  Yuan HT(苑海涛);  Guo XW(郭希旺)
Adobe PDF(7768Kb)  |  Favorite  |  View/Download:102/10  |  Submit date:2020/05/16
Ocean temperature  Salinity (geophysical)  Conductivity  Temperature  Temperature measurement  Sea measurements  Vertical structure  joint classification  ocean temperature  salinity  electric conductivity  power-law behavior  
Path Planning Method With Improved Artificial Potential Field-A Reinforcement Learning Perspective 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 135513-135523
Authors:  Yao QF(么庆丰);  Zheng ZY(郑泽宇);  Qi, Liang;  Yuan, Haitao;  Guo, Xiwang;  Zhao M(赵明);  Liu Z(刘智);  Yang TJ(杨天吉)
Adobe PDF(1998Kb)  |  Favorite  |  View/Download:105/13  |  Submit date:2020/08/22
Path planning  Learning (artificial intelligence)  Gravity  Potential energy  Mobile agents  Real-time systems  Reinforcement learning  neural network  potential field  path planning  
A Hybrid MIP-CP Approach to Multistage Scheduling Problem in Continuous Casting and Hot-Rolling Processes 期刊论文
IEEE Transactions on Automation Science and Engineering, 2019, 卷号: 16, 期号: 4, 页码: 1860-1869
Authors:  Tan, Yuanyuan;  Zhou, MengChu;  Wang, Yingying;  Guo XW(郭希旺);  Qi, Liang
Adobe PDF(792Kb)  |  Favorite  |  View/Download:120/10  |  Submit date:2020/01/18
Continuous casting (CC)  hot rolling (HR)  hybrid algorithm  hybrid system  reheating furnace  scheduling  
AttentiveHerb: A Novel Method for Traditional Medicine Prescription Generation 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 139069-139085
Authors:  Liu Z(刘智);  Zheng ZY(郑泽宇);  Guo, Xiwang;  Qi, Liang;  Gui J(桂珺);  Fu DZ(付殿峥);  Yao, Qingfeng;  Jin, Luyao
Adobe PDF(5428Kb)  |  Favorite  |  View/Download:113/12  |  Submit date:2019/12/14
Attention mechanism  deep learning  neural network  sequence learning  traditional herbal medicine  
A timetable optimization model and an improved artificial bee colony algorithm for maximizing regenerative energy utilization in a subway system 期刊论文
ADVANCES IN MECHANICAL ENGINEERING, 2018, 卷号: 10, 期号: 9, 页码: 1-13
Authors:  Liu, Hongjie;  Tang, Tao;  Guo XW(郭希旺);  Xia, Xisheng
Adobe PDF(936Kb)  |  Favorite  |  View/Download:80/9  |  Submit date:2018/10/08
Regenerative energy utilization  timetable optimization  headway time  dwell time  artificial bee colony