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121
Quantitative analysis of latent space in airfoil shape generation using variational autoencoders
Published 2021-10-01Subjects: Get full text
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122
Diffusion probabilistic models enhance variational autoencoder for crystal structure generative modeling
Published 2024-01-01“…Abstract The crystal diffusion variational autoencoder (CDVAE) is a machine learning model that leverages score matching to generate realistic crystal structures that preserve crystal symmetry. …”
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123
Self-Supervised Railway Surface Defect Detection with Defect Removal Variational Autoencoders
Published 2022-05-01Subjects: “…defects removal variational autoencoder…”
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124
Designing Bioinspired Composite Structures via Genetic Algorithm and Conditional Variational Autoencoder
Published 2023-01-01“…Here we study a two-dimensional (2D) binary composite system with an edge crack and grid-like structure using a Genetic Algorithm (GA) and Conditional Variational Autoencoder (CVAE), which can design a composite with desired stiffness and toughness. …”
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125
Recent Advances in Variational Autoencoders With Representation Learning for Biomedical Informatics: A Survey
Published 2021-01-01Subjects: Get full text
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126
Partitioning variability in animal behavioral videos using semi-supervised variational autoencoders.
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127
A Novel Distributed Fault Detection Approach Based on the Variational Autoencoder Model
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128
Motor Fault Detection and Feature Extraction Using RNN-Based Variational Autoencoder
Published 2019-01-01Subjects: Get full text
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129
Variational Autoencoder-Based Hybrid Recommendation With Poisson Factorization for Modeling Implicit Feedback
Published 2022-01-01“…We present a method that uses a hybrid recommendation framework based on collaborative filtering that models the number of interactions as a Poisson-distributed and variational autoencoder-based content information generation process that shares latent variables with collaborative filtering. …”
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130
Deep Causality Variational Autoencoder Network for Identifying the Potential Biomarkers of Brain Disorders
Published 2024-01-01“…To address this issue, we designed a novel model named deep causal variational autoencoder (CVAE) to estimate the causal relationship between brain regions. …”
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131
Convolutional variational autoencoder-based feature learning for automatic tea clone recognition
Published 2022-06-01Subjects: “…Convolutional variational autoencoder…”
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132
Monophonic Music Generation With a Given Emotion Using Conditional Variational Autoencoder
Published 2021-01-01Subjects: Get full text
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133
Source Separation in Joint Communication and Radar Systems Based on Unsupervised Variational Autoencoder
Published 2024-01-01Subjects: Get full text
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134
FastMVAE: A Fast Optimization Algorithm for the Multichannel Variational Autoencoder Method
Published 2020-01-01Subjects: Get full text
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135
A-CAVE: Network abnormal traffic detection algorithm based on variational autoencoder
Published 2023-10-01Subjects: “…Conditional variational autoencoder…”
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136
Robust Unsupervised Anomaly Detection With Variational Autoencoder in Multivariate Time Series Data
Published 2022-01-01Subjects: “…convolutional variational autoencoder…”
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137
Variational autoencoder-enhanced deep neural network-based detection for MIMO systems
Published 2023-12-01Subjects: Get full text
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138
Detecting Social Media Bots with Variational AutoEncoder and k-Nearest Neighbor
Published 2021-06-01Subjects: Get full text
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139
Efficient learning of non-autoregressive graph variational autoencoders for molecular graph generation
Published 2019-11-01Subjects: Get full text
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140
Combining an Autoencoder and a Variational Autoencoder for Explaining the Machine Learning Model Predictions
Published 2021-01-01Subjects: Get full text
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