Výsledky vyhledávání - Encoder-Decoder Neural Network*

Parameter estimation for WMTI‐Watson model of white matter using encoder–decoder recurrent neural network Autor Diao, Yujian, Jelescu, Ileana

“… In this study, a novel fitting approach was proposed based on the encoder–decoder recurrent neural network (RNN…”
Získat plný text

Low-Dose CT With a Residual Encoder-Decoder Convolutional Neural Network Autor Chen, Hu, Zhang, Yi, Kalra, Mannudeep K., Lin, Feng, Chen, Yang, Liao, Peixi, Zhou, Jiliu, Wang, Ge

“… while keeping structural details. Inspired by the idea of deep learning, here we combine the autoencoder, deconvolution network, and shortcut connections into the residual encoder-decoder convolutional neural network (RED-CNN…”
Získat plný text

A Multimodal Encoder–Decoder Neural Network for Forecasting Solar Wind Speed at L1 Autor Dhuri, Dattaraj B., Hanasoge, Shravan M., Joon, Harsh, SM, Gopika, Das, Dipankar, Kaul, Bharat

“… This work presents an encoder–decoder neural network framework for simultaneously forecasting the daily averaged solar wind speed for the subsequent 4 days. The encoder…”
Získat plný text

Deep Cascade Residual Networks (DCRNs): Optimizing an Encoder-Decoder Convolutional Neural Network for Low-Dose CT Imaging Autor Huang, Zhenxing, Chen, Zixiang, Quan, Guotao, Du, Yanfeng, Yang, Yongfeng, Liu, Xin, Zheng, Hairong, Liang, Dong, Hu, Zhanli

“…)-based image restoration methods have been proposed over the past few years. Many of these popular DL-based methods adopt an encoder-decoder framework, for instance, the residual encoder-decoder convolutional neural network…”
Získat plný text

Anomaly Detection and Segmentation for Wafer Defect Patterns Using Deep Convolutional Encoder-Decoder Neural Network Architectures in Semiconductor Manufacturing Autor Nakazawa, Takeshi, Kulkarni, Deepak V.

“… We present a method for detecting and segmenting abnormal wafer map defect patterns using deep convolutional encoder-decoder neural network architectures…”
Získat plný text

Multi-domain encoder–decoder neural networks for latent data assimilation in dynamical systems Autor Cheng, Sibo, Zhuang, Yilin, Kahouadji, Lyes, Liu, Che, Chen, Jianhua, Matar, Omar K., Arcucci, Rossella

“… To address these challenges, this paper introduces a novel deep-learning-based data assimilation scheme, named Multi-domain Encoder…”
Získat plný text

A comprehensive construction of deep neural network‐based encoder–decoder framework for automatic image captioning systems Autor Rahman, Md Mijanur, Uzzaman, Ashik, Sami, Sadia Islam, Khatun, Fatema, Bhuiyan, Md Al‐Amin

“…This study introduces a novel encoder–decoder framework based on deep neural networks and provides a thorough investigation into the field of automatic picture captioning systems…”
Získat plný text

Effective encoder-decoder neural network for segmentation of orbital tissue in computed tomography images of Graves’ orbitopathy patients Autor Lee, Seung Hyeun, Lee, Sanghyuck, Lee, Jaesung, Lee, Jeong Kyu, Moon, Nam Ju

“…To propose a neural network (NN) that can effectively segment orbital tissue in computed tomography (CT…”
Získat plný text

Encoder–decoder neural networks in interpretation of X-ray spectra Autor Passilahti, Jalmari, Vladyka, Anton, Niskanen, Johannes

“…Encoder–decoder neural networks (EDNN) condense information most relevant to the output of the feedforward network to activation values at a bottleneck layer…”
Získat plný text

Quantum recurrent encoder–decoder neural network for performance trend prediction of rotating machinery Autor Chen, Yong, Li, Feng, Wang, Jiaxu, Tang, Baoping, Zhou, Xueming

“…). In view of this, a novel neural network called quantum recurrent encoder–decoder neural network (QREDNN…”
Získat plný text

Noise reduction in X-ray photon correlation spectroscopy with convolutional neural networks encoder–decoder models Autor Konstantinova, Tatiana, Wiegart, Lutz, Rakitin, Maksim, DeGennaro, Anthony M., Barbour, Andi M.

“… We propose a computational approach for improving the signal-to-noise ratio in two-time correlation functions that is based on convolutional neural network encoder–decoder (CNN-ED) models…”
Získat plný text

Attention-Aware Encoder-Decoder Neural Networks for Heterogeneous Graphs of Things Autor Li, Yangfan, Chen, Cen, Duan, Mingxing, Zeng, Zeng, Li, Kenli

“… To address this issue, we develop attention-aware encoder-decoder graph neural networks for HGoT, termed as HGAED…”
Získat plný text

Encoder–decoder neural network for solving the nonlinear Fokker–Planck–Landau collision operator in XGC Autor Miller, M. A., Churchill, R. M., Dener, A., Chang, C. S., Munson, T., Hager, R.

“…An encoder–decoder neural network has been used to examine the possibility for acceleration of a partial integro-differential equation, the Fokker–Planck…”
Získat plný text

The local ternary pattern encoder–decoder neural network for dental image segmentation Autor Salih, Omran, Duffy, Kevin Jan

“… However, the performance of the deep networks used for these analyses are restrained by various challenging features found in dental carious lesions…”
Získat plný text

Automatic segmentation of intracerebral hemorrhage in CT images using encoder–decoder convolutional neural network Autor Hu, Kai, Chen, Kai, He, Xizhi, Zhang, Yuan, Chen, Zhineng, Li, Xuanya, Gao, Xieping

“…•We develop an encoder-decoder convolutional neural network (ED-Net).•We introduce a synthetic loss function to overcome the data imbalanced problem…”
Získat plný text

The application of encoder–decoder neural networks in high accuracy and efficiency slit-scan emittance measurements Autor Ma, S., Arnold, A., Michel, P., Murcek, P., Ryzhov, A., Schaber, J., Steinbrück, R., Evtushenko, P., Teichert, J., Hillert, W., Xiang, R., Zhu, J.

“… s. The convolution neural networks are applied to improve the efficiency and accuracy of beamlet images processing…”
Získat plný text

MVCT image enhancement using reference-based encoder–decoder convolutional neural network Autor Jin, Shuang, Xu, Xiaotong, Su, Zhe, Tang, Long, Zheng, Mengxun, Liang, Peiwen, Zhang, Hua

“…–decoder convolutional neural network (RefED-CNN) by incorporating a feature extraction and alignment (FEA…”
Získat plný text

End-to-end trained encoder-decoder convolutional neural network for fetal electrocardiogram signal denoising Autor Fotiadou, Eleni, Konopczyński, Tomasz, Hesser, Jürgen, Vullings, Rik

“… We propose a deep fully convolutional encoder-decoder framework, learning end-to-end mappings from noise-contaminated fetal ECGs to clean ones…”
Zjistit podrobnosti o přístupu

An encoder–decoder deep neural network for binary segmentation of seismic facies Autor Lima, Gefersom, Zeiser, Felipe André, da Silveira, Ariane, Rigo, Sandro, de Oliveira Ramos, Gabriel

“… This work investigates the application of neural networks to identify lines that separate seismic facies geometry…”
Získat plný text

Seismic Stratum Segmentation Using an Encoder–Decoder Convolutional Neural Network Autor Wang, Detao, Chen, Guoxiong

“… and more sophisticated way to better image subsurface reservoirs/structures. In this paper, a specific U-shaped fully convolutional network (U-Net…”
Získat plný text