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Generative adversarial network based novelty detection usingminimized reconstruction error Article
Huan-gang WANG, Xin LI, Tao ZHANG
Frontiers of Information Technology & Electronic Engineering 2018, Volume 19, Issue 1, Pages 116-125 doi: 10.1631/FITEE.1700786
Keywords: Generative adversarial network (GAN) Novelty detection Tennessee Eastman (TE) process
Cantonese porcelain classification and image synthesis by ensemble learning and generative adversarialnetwork Special Feature on Intelligent Design
Steven Szu-Chi CHEN, Hui CUI, Ming-han DU, Tie-ming FU, Xiao-hong SUN, Yi JI, Henry DUH
Frontiers of Information Technology & Electronic Engineering 2019, Volume 20, Issue 12, Pages 1632-1643 doi: 10.1631/FITEE.1900399
Keywords: Cantonese porcelain Classification Generative adversarial network Creative arts
Frontiers in Energy 2023, Volume 17, Issue 2, Pages 211-227 doi: 10.1007/s11708-022-0847-3
Keywords: end-to-end learning microgrids voltage profile improvement generative adversarial network
Adversarial Attacks and Defenses in Deep Learning Feature Article
Kui Ren, Tianhang Zheng, Zhan Qin, Xue Liu
Engineering 2020, Volume 6, Issue 3, Pages 346-360 doi: 10.1016/j.eng.2019.12.012
Keywords: Machine learning Deep neural network Adversarial example Adversarial attack Adversarial defense
Yufei Liu, Yuan Zhou, Xin Liu, Fang Dong, Chang Wang, Zihong Wang
Engineering 2019, Volume 5, Issue 1, Pages 156-163 doi: 10.1016/j.eng.2018.11.018
Keywords: Artificial intelligence Generative adversarial network Deep neural network Small sample size Cancer
A Geometric Understanding of Deep Learning Article
Na Lei, Dongsheng An, Yang Guo, Kehua Su, Shixia Liu, Zhongxuan Luo, Shing-Tung Yau, Xianfeng Gu
Engineering 2020, Volume 6, Issue 3, Pages 361-374 doi: 10.1016/j.eng.2019.09.010
Keywords: Generative Adversarial Deep learning Optimal transportation Mode collapse
SmartPaint: a co-creative drawing system based on generative adversarial networks Special Feature on Intelligent Design
Lingyun SUN, Pei CHEN, Wei XIANG, Peng CHEN, Wei-yue GAO, Ke-jun ZHANG
Frontiers of Information Technology & Electronic Engineering 2019, Volume 20, Issue 12, Pages 1644-1656 doi: 10.1631/FITEE.1900386
Keywords: Co-creative drawing Deep learning Image generation
Surprising Advances in Generative Artificial Intelligence Prompt Amazement—and Worries
Dana Mackenzie
Engineering 2023, Volume 25, Issue 6, Pages 9-11 doi: 10.1016/j.eng.2023.04.004
Brain Encoding and Decoding in fMRI with Bidirectional Deep Generative Models Review
Changde Du, Jinpeng Li, Lijie Huang, Huiguang He
Engineering 2019, Volume 5, Issue 5, Pages 948-953 doi: 10.1016/j.eng.2019.03.010
Keywords: Brain encoding and decoding Functional magnetic resonance imaging Deep neural networks Deep generative
Xiangkun He,Wenhui Huang,Chen Lv,
Engineering doi: 10.1016/j.eng.2023.10.005
Keywords: Autonomous vehicle Decision-making Reinforcement learning Adversarial attack Safety guarantee
One-Variable Attack on The Industrial Fault Classification System and Its Defense Article
Yue Zhuo, Yuri A.W. Shardt, Zhiqiang Ge
Engineering 2022, Volume 19, Issue 12, Pages 240-251 doi: 10.1016/j.eng.2021.07.033
Keywords: Adversarial samples Black-box attack Industrial data security Fault classification system
Novel interpretable mechanism of neural networks based on network decoupling method
Frontiers of Engineering Management 2021, Volume 8, Issue 4, Pages 572-581 doi: 10.1007/s42524-021-0169-x
Keywords: neural networks interpretability dynamical behavior network decouple
Frontiers of Mechanical Engineering 2023, Volume 18, Issue 2, doi: 10.1007/s11465-022-0736-9
Keywords: fault recognition fault localization multi-sensor relations network analysis graph neural network
Multiscale computation on feedforward neural network and recurrent neural network
Bin LI, Xiaoying ZHUANG
Frontiers of Structural and Civil Engineering 2020, Volume 14, Issue 6, Pages 1285-1298 doi: 10.1007/s11709-020-0691-7
Keywords: multiscale method constitutive model feedforward neural network recurrent neural network
Heat, mass, and work exchange networks
Zhiyou CHEN, Jingtao WANG
Frontiers of Chemical Science and Engineering 2012, Volume 6, Issue 4, Pages 484-502 doi: 10.1007/s11705-012-1221-5
Keywords: process system engineering integration methods heat exchange network mass exchange network work exchangenetwork
Title Author Date Type Operation
Generative adversarial network based novelty detection usingminimized reconstruction error
Huan-gang WANG, Xin LI, Tao ZHANG
Journal Article
Cantonese porcelain classification and image synthesis by ensemble learning and generative adversarialnetwork
Steven Szu-Chi CHEN, Hui CUI, Ming-han DU, Tie-ming FU, Xiao-hong SUN, Yi JI, Henry DUH
Journal Article
Topology-independent end-to-end learning model for improving the voltage profile in microgrids-integrated power distribution networks
Journal Article
Adversarial Attacks and Defenses in Deep Learning
Kui Ren, Tianhang Zheng, Zhan Qin, Xue Liu
Journal Article
Wasserstein GAN-Based Small-Sample Augmentation for New-Generation Artificial Intelligence: A Case Study of Cancer-Staging Data in Biology
Yufei Liu, Yuan Zhou, Xin Liu, Fang Dong, Chang Wang, Zihong Wang
Journal Article
A Geometric Understanding of Deep Learning
Na Lei, Dongsheng An, Yang Guo, Kehua Su, Shixia Liu, Zhongxuan Luo, Shing-Tung Yau, Xianfeng Gu
Journal Article
SmartPaint: a co-creative drawing system based on generative adversarial networks
Lingyun SUN, Pei CHEN, Wei XIANG, Peng CHEN, Wei-yue GAO, Ke-jun ZHANG
Journal Article
Surprising Advances in Generative Artificial Intelligence Prompt Amazement—and Worries
Dana Mackenzie
Journal Article
Brain Encoding and Decoding in fMRI with Bidirectional Deep Generative Models
Changde Du, Jinpeng Li, Lijie Huang, Huiguang He
Journal Article
Toward Trustworthy Decision-Making for Autonomous Vehicles: A Robust Reinforcement Learning Approach with Safety Guarantees
Xiangkun He,Wenhui Huang,Chen Lv,
Journal Article
One-Variable Attack on The Industrial Fault Classification System and Its Defense
Yue Zhuo, Yuri A.W. Shardt, Zhiqiang Ge
Journal Article
A multi-sensor relation model for recognizing and localizing faults of machines based on network analysis
Journal Article
Multiscale computation on feedforward neural network and recurrent neural network
Bin LI, Xiaoying ZHUANG
Journal Article