GENERATIVE

作品数：537被引量：766H指数：13
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相关机构：华中师范大学浙江省交通规划设计研究院有限公司西安建筑科技大学上海电力大学更多>>
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Blockchain Meets Generative Behavior Steganography:A Novel Covert Communication Framework for Secure IoT Edge Computing
《Chinese Journal of Electronics》2024年第4期886-898,共13页Yuanlong CAO Junjie LI Kailin CHAO Jianmao XIAO Gang LEI 
The rapid development of Internet of things(Io T) and edge computing technologies has brought forth numerous possibilities for the intelligent and digital future. The frequent communication and interaction between dev...
关键词：Internet of things Edge computing Blockchain Covert communication Communication security Generative behavior steganography 
A Deep Deterministic Policy Gradient-Based Method for Enforcing Service Fault-Tolerance in MEC被引量：1
《Chinese Journal of Electronics》2024年第4期899-909,共11页Tingyan LONG Peng CHEN Yunni XIA Yong MA Xiaoning SUN Jiale ZHAO Yifei LYU 
National Key R&D Program of China (Grant No. 2018YFB1403602);Chongqing Technological Innovation Foundations (Grant Nos. cstc2019jscx-msxm0652 and cstc2019jscx-fxyd0385);Chongqing Key RD Project (Grant No. cstc2018jszxcyzd X0081);Jiangxi Key RD Project (Grant No. 2018 1ACE50029);Postgraduate Research and Innovation Project of Chongqing (Grant No. CYB22064);Graduate Research and Innovation Foundation of Chongging (Grant. No. CYS22112);Technological Program Organized by SGCC (Grant No. 52094020000U);Technology Innovation and Application Development Foundation of Chongqing (Grant No. cstc2020jscx-gksb X0010)。
Mobile edge computing(MEC) provides edge services to users in a distributed and on-demand way.Due to the heterogeneity of edge applications, deploying latency and resource-intensive applications on resourceconstrained...
关键词：Mobile edge computing SERVICE Generative optimization network Fault tolerance Deep deterministic policy gradient 
Review of GAN-Based Research on Chinese Character Font Generation
《Chinese Journal of Electronics》2024年第3期584-600,共17页Xuanhong WANG Cong LI Zengguo SUN Luying HUI 
supported by the Xi’an University of Posts and Telecommunications Graduate Innovation Fund (Grant No.CXJJYL2022004);the National Natural Science Foundation of China (Grant No.62377033);the Fundamental Research Funds for the Central Universities (Grant No.GK202205036);the Xi’an Science and Technology Plan Project (Grant No.23ZDCYJSGG0010-2022)。
With the rapid development of deep learning,generative adversarial network(GAN)has become a research hotspot in the field of computer vision.GAN has a wide range of applications in image generation.Inspired by GAN,a s...
关键词：Generative adversarial network Font generation Image-to-image translation Deep learning 
FlowGANAnomaly: Flow-Based Anomaly Network Intrusion Detection with Adversarial Learning被引量：2
《Chinese Journal of Electronics》2024年第1期58-71,共14页Zeyi LI Pan WANG Zixuan WANG 
supported by the National Natural Science Foundation (Grant No. 61972211);the National Key Research and Development Project (Grant No. 2020YFB1804700);the Future Network Innovation Research and Application Projects (Grant No. 2021FNA02006)。
In recent years, low recall rates and high dependencies on data labelling have become the biggest obstacle to developing deep anomaly detection(DAD) techniques. Inspired by the success of generative adversarial networ...
关键词：Anomaly detection Unsupervised learning Generative adversarial network Intrusion detection system 
Fine-Grained Cross-Modal Fusion Based Refinement for Text-to-Image Synthesis
《Chinese Journal of Electronics》2023年第6期1329-1340,共12页SUN Haoran WANG Yang LIU Haipeng QIAN Biao 
supported by the National Natural Science Foundation of China(U21A20470,62172136,U1936217);the Key Research and Technology Development Projects of Anhui Province(202004 a5020043).
Text-to-image synthesis refers to generating visual-realistic and semantically consistent images from given textual descriptions.Previous approaches generate an initial low-resolution image and then refine it to be hi...
关键词：Text-to-image synthesis Text-image fusion Generative adversarial network 
Infrared and Visible Image Fusion Based on Blur Suppression Generative Adversarial Network被引量：3
《Chinese Journal of Electronics》2023年第1期177-188,共12页YI Shi LIU Xi LI Li CHENG Xinghao WANG Cheng 
supported by the Open Foundation of Terahertz Science and Technology Key Laboratory of Sichuan Province(THZSC202001);Open Foundation of Key Laboratory of Industrial Internet of Things&Networked Control(2020FF06);Sichuan Science and Technology Program(2020YFG0458)。
The key to multi-sensor image fusion is the fusion of infrared and visible images.Fusion of infrared and visible images with generative adversarial network(GAN)has great advantages in automatic feature extraction and ...
关键词：Image fusion Blur suppression generative adversarial network Weber local descriptor(WLD) Infrared image Visible image 
Distinguishing Between Natural and GAN-Generated Face Images by Combining Global and Local Features被引量：2
《Chinese Journal of Electronics》2022年第1期59-67,共9页CHEN Beijing TAN Weijin WANG Yiting ZHAO Guoying 
supported by the National Natural Science Foundation of China(62072251);NUIST Students’Platform for Innovation and Entrepreneurship Training Program(202110300022Z);the Priority Academic Program Development of Jiangsu Higher Education Institutions(PAPD)Fund。
With the development of face image synthesis and generation technology based on generative adversarial networks(GANs), it has become a research hotspot to determine whether a given face image is natural or generated. ...
关键词：Generated image Global feature Local features Generative adversarial network Metric learning 
Spatio-Temporal Generative Adversarial Networks被引量：2
《Chinese Journal of Electronics》2020年第4期623-631,共9页QIN Chao GAO Xiaoguang 
supported by the National Natural Science Foundation of China(No.61573285)。
We designed a spatiotemporal generative adversarial network which given some initial data and random noise,generates a consecutive sequence of spatiotemporal samples that have a logical relationship.We build spatial d...
关键词：SPATIO-TEMPORAL Generative adversarial networks(GANs) Spatial discriminator Temporal discriminator 
Generating Basic Unit Movements with Conditional Generative Adversarial Networks被引量：1
《Chinese Journal of Electronics》2019年第6期1099-1107,共9页LUO Dingsheng NIE Mengxi WU Xihong 
supported by the National Natural Science Foundation of China(No.U1713217,No.11590773)
Arm motion control is fundamental for robot accomplishing complicated manipulation tasks.Different movements can be organized by configuring a series of motion units.Our work aims at equipping the robot with the abili...
关键词：Arm motion control Basic UNIT movements Deep learning CGANs INVERSE model HUMANOIDS 
Deep Hashing Based on VAE-GAN for Efficient Similarity Retrieval被引量：1
《Chinese Journal of Electronics》2019年第6期1191-1197,共7页JIN Guoqing ZHANG Yongdong LU Ke 
supported by the National Key Research and Development Program of China(No.2017YFB1002203);the National Nature Science Foundation of China(No.61525206,No.61672495,No.61771458,No.61702479,No.61571424)
Inspired by the recent advances in generative networks,we propose a VAE-GAN based hashing framework for fast image retrieval.The method combines a Variational autoencoder(VAE)with a Generative adversarial network(GAN)...
关键词：Image retrieval Learning to HASH VARIATIONAL autoencoder(VAE) GENERATIVE adversarial network(GAN) 
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