DISENTANGLEMENT

作品数：21被引量：8H指数：2
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相关领域：理学更多>>
相关作者：谢美菊李惠林更多>>
相关机构：四川大学更多>>
相关期刊：《Green Energy & Environment》《Science China Chemistry》《Science China Mathematics》《Chinese Physics Letters》更多>>
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D^(2)-GCN:a graph convolutional network with dynamic disentanglement for node classification
《Frontiers of Computer Science》2025年第1期145-161,共17页Shangwei WU Yingtong XIONG Hui LIANG Chuliang WENG 
supported by the National Natural Science Foundation of China(Grant Nos.62141214 and 62272171).
Classic Graph Convolutional Networks (GCNs) often learn node representation holistically, which ignores the distinct impacts from different neighbors when aggregating their features to update a node’s representation....
关键词：graph convolutional networks dynamic disentanglement label entropy node classification 
Evolution of Polymer Melt Conformation and Entanglement under High-Rate Elongational Flow
《Chinese Journal of Polymer Science》2024年第12期2021-2029,I0012,共10页Jia-Peng Zhang Li-Cheng Ma Yong-Jin Ruan Yu-Yuan Lu Li-Jia An 
supported by the National Key R&D Program of China(Nos.2020YFA0713601 and 2023YFA1008800);the National Natural Science Foundation of China(Nos.22341304,22341303,22103079 and 22073092);the Cooperation Project between Jilin Province and CAS(No.2023SYHZ0003).
Using molecular dynamics(MD)simulations,this study explores the fluid properties of three polymer melts with the same number of entanglements,Z,achieved by adjusting the entanglement length Ne,while investigating the ...
关键词：Polymer rheology High-rate elongational flow Entangled polymer melts Molecular dynamics simulations DISENTANGLEMENT 
Expression Complementary Disentanglement Network for Facial Expression Recognition
《Chinese Journal of Electronics》2024年第3期742-752,共11页Shanmin WANG Hui SHUAI Lei ZHU Qingshan LIU 
supported by the National Key Research and Development Program (Grant No.2022YFC2405600);the National Natural Science Foundation of China (Grant No.61825601);the National Science Foundation of Jiangsu Province (Grant No.BK20192004B)。
Disentangling facial expressions from other disturbing facial attributes in face images is an essential topic for facial expression recognition.Previous methods only care about facial expression disentanglement(FED)it...
关键词：Facial expression recognition Facial expression disentanglement Face reconstruction Expression incentive Expression inhibition 
Towards a molecular understanding of the electronic metal-support interaction(EMSI)in heterogeneous catalysis被引量：1
《Green Energy & Environment》2023年第3期619-625,共7页Keng Sang Ji Zuo Xiangxue Zhang Qianhong Wang Wenyao Chen Gang Qian Xuezhi Duan 
financially supported by the National Key R&D Program of China (2022YFA1503503 and 2022YFA1503504);the Natural Science Foundation of China (22038003,22178100,22178101 and 22008066);the Innovation Program of Shanghai Municipal Education Commission,the Program of Shanghai Academic/Technology Research Leader (21XD1421000);the Shanghai Science and Technology Innovation Action Plan (22JC1403800).
Tailoring the electronic metal-support interaction(EMSI)has attracted considerable interests as one of the most efficient approaches to improve both the activity and stability of metal catalysts in heterogeneous catal...
关键词：EMSI DISENTANGLEMENT Characterization INTERPRETATION d-band 
Texture-based latent space disentanglement for enhancement of a training dataset for ANN-based classification of fruit and vegetables被引量：1
《Information Processing in Agriculture》2023年第1期85-105,共21页Khurram Hameed Douglas Chai Alexander Rassau 
Edith Cowan University(ECU),Australia and Higher Education Commission(HEC)Pakistan,The Islamia University of Bahawalpur(IUB)Pakistan(5-1/HRD/UE STPI(Batch-V)/1182/2017/HEC).
The capability of Convolutional Neural Networks(CNNs)for sparse representation has significant application to complex tasks like Representation Learning(RL).However,labelled datasets of sufficient size for learning th...
关键词：Information Maximisation(IM) Fruit and vegetables classification Representation Learning(RL) Variational Autoencoder(VAE) Generative Adversarial Network (GAN) Latent space disentanglement 
Projectability disentanglement for accurate and automated electronic-structure Hamiltonians被引量：2
《npj Computational Materials》2023年第1期215-228,共14页Junfeng Qiao Giovanni Pizzi Nicola Marzari 
We acknowledge financial support from the NCCR MARVEL(a National Centre of Competence in Research,funded by the Swiss National Science Foundation,grant No.205602);the Swiss National Science Foundation(SNSF)Project Funding(grant 200021E_206190“FISH4DIET”);The work is also supported by a pilot access grant from the Swiss National Supercomputing Centre(CSCS)on the Swiss share of the LUMI system under project ID“PILOT MC EPFL-NM 01”,a CHRONOS grant from the CSCS on the Swiss share of the LUMI system under project ID“REGULAR MC EPFL-NM 02”,and a grant from the CSCS under project ID s0178.
Maximally-localized Wannier functions(MLWFs)are broadly used to characterize the electronic structure of materials.Generally,one can construct MLWFs describing isolated bands(e.g.valence bands of insulators)or entangl...
关键词：BANDS HAMILTONIAN ELECTRONIC 
DeepNoise: Signal and Noise Disentanglement Based on Classifying Fluorescent Microscopy Images via Deep Learning
《Genomics, Proteomics & Bioinformatics》2022年第5期989-1001,共13页Sen Yang Tao Shen Yuqi Fang Xiyue Wang Jun Zhang Wei Yang Junzhou Huang Xiao Han 
The high-content image-based assay is commonly leveraged for identifying the phenotypic impact of genetic perturbations in biology field.However,a persistent issue remains unsolved during experiments:the interferentia...
关键词：Fluorescent microscopy image Biological signal Classification Deep learning Genetic perturbation 
Facial landmark disentangled network with variational autoencoder
《Applied Mathematics(A Journal of Chinese Universities)》2022年第2期290-305,共16页LIANG Sen ZHOU Zhi-ze GUO Yu-dong GAO Xuan ZHANG Ju-yong BAO Hu-jun 
Supported by the National Natural Science Foundation of China(61210007).
Learning disentangled representation of data is a key problem in deep learning.Specifically,disentangling 2D facial landmarks into different factors(e.g.,identity and expression)is widely used in the applications of f...
关键词：disentanglement representation deep learning facial landmarks variational autoencoder 
Disentanglement of a Singlet Spin State in a Coincidence Stern-Gerlach Device
《Journal of Modern Physics》2019年第10期1247-1254,共8页Per-Olof Westlund Hå kan Wennerstrô m 
We analyze the spin coincidence experiment considered by Bell in the derivation of Bells theorem. We solve the equation of motion for the spin system with a spin Hamiltonian, Hz, where the magnetic field is only in th...
关键词：Bells THEOREM DISENTANGLEMENT Stern-Gerlach Coincident Measurement SINGLET Spin State 
Quantum Disentanglement as the Physics behind Dark Energy
《Open Journal of Microphysics》2017年第1期1-27,共27页Mohamed S. El Naschie 
A straightforward simple proof is given that dark energy is the natural conse-quence of a quantum disentanglement physical process. Thus while the ordinary energy density of the cosmos is equal to half that of Hardy’...
关键词：QUANTUM Gravity QUANTUM ENTANGLEMENT QUANTUM DISENTANGLEMENT E-INFINITY Theory DARK Energy 
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