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GitHub1y
shre-db/Convolutional-Autoencoder
Convolutional Autoencoders are a type of neural network architecture that combines convolutional layers for feature extraction with transpose convolutional layers for upsampling, making them ...
GitHub4y
AquibPy/Convolutional-Variational-Autoencoder
Specifically, we'll design a neural network architecture ... our autoencoder ‘variational’. It comprises an encoder, decoder, with the latent representation reparameterized in between. Encoder — The ...
IEEE4y
Convolutional Autoencoder for Blind Hyperspectral Image Unmixing
Abstract: In the remote sensing context spectral unmixing is a technique to decompose a mixed pixel into two fundamental representatives ... The proposed architecture consists of convolutional layers ...
IEEE5y
Video Anomaly Detection using Convolutional Spatiotemporal Autoencoder
Abstract: A convolutional spatiotemporal autoencoder is used for video anomaly detection. The proposed model architecture comprises ... implemented using three layers of deconvolutional layers. The ...
Scientific Research Publishing3mon
A Combination Method of Stacked Convolutional Auto-Encoder and Selective Kernel Attention Mechanism for Image Classification ()
1 College of Information Engineering, Xinchuang Software Industry Base, Yancheng Teachers University, Yancheng, China. 2 Yancheng Agricultural College, Yancheng, China. Convolutional auto-encoders ...
Frontiers3y
Three-Dimensional Convolutional Autoencoder Extracts Features of Structural Brain Images With a “Diagnostic Label-Free” Approach: Application to Schizophrenia Datasets
There has been increasing interest in performing psychiatric brain imaging studies using deep learning. However, most studies in this field disregard three-dimensional (3D) spatial information and ...
C&EN3y
Two-Dimensional and Three-Dimensional Time-of-Flight Secondary Ion Mass Spectrometry Image Feature Extraction Using a Spatially Aware Convolutional Autoencoder
La Trobe Institute for Molecular Sciences, La Trobe University, Bundoora, Victoria 3086, Australia Monash Institute of Pharmaceutical Sciences, Monash University, Parkville, Victoria 3052, Australia ...