VARIATIONAL

作品数:647被引量:975H指数:13
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相关领域:理学更多>>
相关作者:彭立国高原梁维刘希强蔡明军更多>>
相关机构:东南大学华东师范大学淮北煤炭师范学院沈阳工业大学更多>>
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相关基金:国家自然科学基金国家重点基础研究发展计划中国博士后科学基金国家教育部博士点基金更多>>
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Frequency-Quantized Variational Autoencoder Based on 2D-FFT for Enhanced Image Reconstruction and Generation
《Computers, Materials & Continua》2025年第5期2087-2107,共21页Jianxin Feng Xiaoyao Liu 
supported by the Interdisciplinary project of Dalian University DLUXK-2023-ZD-001.
As a form of discrete representation learning,Vector Quantized Variational Autoencoders(VQ-VAE)have increasingly been applied to generative and multimodal tasks due to their ease of embedding and representative capaci...
关键词:VAE 2D-FFT image reconstruction image generation 
Privacy-Aware Federated Learning Framework for IoT Security Using Chameleon Swarm Optimization and Self-Attentive Variational Autoencoder
《Computer Modeling in Engineering & Sciences》2025年第4期849-873,共25页Saad Alahmari Abdulwhab Alkharashi 
funded by the Deanship of Scientific Research at Northern Border University,Arar,Saudi Arabia,under grant number NBU-FFR-2025-451-6.
The Internet of Things(IoT)is emerging as an innovative phenomenon concerned with the development of numerous vital applications.With the development of IoT devices,huge amounts of information,including users’private...
关键词:Federated learning internet of things artificial intelligence chameleon swarm algorithm intrusion detection system healthcare IoT devices 
A variational quantum algorithm for the Poisson equation based on the banded Toeplitz systems
《Communications in Theoretical Physics》2025年第4期23-33,共11页Xiaoqi Liu Yuedi Qu Ming Li Shu-Qian Shen 
supported by the Shandong Provincial Natural Science Foundation for Quantum Science under Grant No.ZR2021LLZ002;the Fundamental Research Funds for the Central Universities under Grant No.22CX03005A。
To solve the Poisson equation it is usually possible to discretize it into solving the corresponding linear system Ax=b.Variational quantum algorithms(VQAs)for the discretized Poisson equation have been studied before...
关键词:variational quantum algorithm Poisson equation quantum circuit 
Neural Network-Based Frequency Optimization for Superconducting Quantum Chips
《Chinese Physics Letters》2025年第3期16-22,共7页Bin-Han Lu Qing-Song Li Peng Wang Zhao-Yun Chen Yu-Chun Wu Guo-Ping Guo 
supported by the National Key Research and Development Program of China (Grant No. 2023YFB4502500)。
Optimizing frequency configurations for qubits and gates in superconducting quantum chips presents a complex NP-complete challenge,critical for mitigating decoherence and crosstalk.This paper introduces a neural netwo...
关键词:QUANTUM OPTIMIZATION VARIATIONAL 
Variational quantum algorithm for designing quantum information maskers
《Communications in Theoretical Physics》2025年第3期66-74,共9页Jin-Ze Li Ming-Hao Wang Bin Zhou 
Supported by the National Natural Science Foundation of China(under Grant Nos.12105090 and 12074107);the Program of Outstanding Young and Middle-aged Scientific and Technological Innovation Team of Colleges and Universities in Hubei Province of China(under Grant No.T2020001);the Innovation Group Project of the Natural Science Foundation of Hubei Province of China(under Grant No.2022CFA012)。
Since the concept of quantum information masking was proposed by Modi et al(2018 Phys.Rev.Lett.120,230501),many interesting and significant results have been reported,both theoretically and experimentally.However,desi...
关键词:variational quantum algorithm quantum information masking quantum parallelism 
Distributed bearing-only target tracking algorithm based on variational Bayesian inference under random measurement anomalies
《High Technology Letters》2025年第1期86-94,共9页YANG Haoran CHEN Yu HU Zhentao JIA Haoqian 
Supported by the Science and Technology Key Project of Science and Technology Department of Henan Province(No.252102211041);the Key Research and Development Projects of Henan Province(No.231111212500).
A distributed bearing-only target tracking algorithm based on variational Bayesian inference(VBI)under random measurement anomalies is proposed for the problem of adverse effect of random measurement anomalies on the ...
关键词:bearing-only target tracking(BOTT) variational Bayesian inference(VBI) Student-t distribution cubature Kalman filter(CKF) distributed fusion 
Fault Diagnosis for Railway Point Machines Using VMD Multi-Scale Permutation Entropy and ReliefF Based on Vibration Signals
《Chinese Journal of Electronics》2025年第1期204-211,共8页Yongkui Sun Yuan Cao Peng Li Shuai Su 
funded by the National Natural Science Foundation of China(Grant Nos.52202392,U1934219,52022010,52372308,and 62271486)。
The railway point machine plays an important part in railway systems.It is closely related to the safe operation of trains.Considering the advantages of vibration signals on anti-interference,this paper develops a nov...
关键词:Fault diagnosis Railway point machines Variational mode decomposition RELIEFF 
Noise-robust few-shot classification via variational adversarial data augmentation
《Computational Visual Media》2025年第1期227-239,共13页Renjie Xu Baodi Liu Kai Zhang Honglong Chen Dapeng Tao Weifeng Liu 
supported by Yunnan Provincial Major Science and Technology Special Plan Projects(202202AD080003);the Natural Science Foundation of Shandong Province(ZR2022MD090).
Few-shot classification models trained with clean samples poorly classify samples from the real world with various scales of noise.To enhance the model for recognizing noisy samples,researchers usually utilize data au...
关键词:few-shot learning adversarial learning ROBUSTNESS variational method 
Coordinated Control Strategy of New Energy Power Generation System with Hybrid Energy Storage Unit
《Energy Engineering》2025年第1期167-184,共18页Yun Zhang Zifen Han Biao Tian Ning Chen Yi Fan 
supported by the State Grid Corporation of China Science and Technology Project,grant number 52270723000900K.
The new energy power generation is becoming increasingly important in the power system.Such as photovoltaic power generation has become a research hotspot,however,due to the characteristics of light radiation changes,...
关键词:Photovoltaic power suppression hybrid energy storage unit variationalmodal decomposition fuzzy control power distribution control 
Joint Estimation of SOH and RUL for Lithium-Ion Batteries Based on Improved Twin Support Vector Machineh
《Energy Engineering》2025年第1期243-264,共22页Liyao Yang Hongyan Ma Yingda Zhang Wei He 
funded by the Pyramid Talent Training Project of Beijing University of Civil Engineering and Architecture under Grant GJZJ20220802。
Accurately estimating the State of Health(SOH)and Remaining Useful Life(RUL)of lithium-ion batteries(LIBs)is crucial for the continuous and stable operation of battery management systems.However,due to the complex int...
关键词:State of health remaining useful life variational modal decomposition random forest twin support vector machine convolutional optimization algorithm 
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