Search Results - "Encoder–decoder model"

Enhanced Driver Stress Prediction from Multiple Biosignals via CNN Encoder-Decoder Model by Singh Roha, Vishal, Gaber Gendy, Maggie Ezzat, Pavan, Kaveti, Deserno, Thomas M., Ganapathy, Nagarajan, Yuce, Mehmet R.

“… PhysioFuseNet integrates a CNN-based encoder-decoder model with multimodal biosignal fusion. Using a driving simulator, different multimodal signals were acquired, namely…”
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Encoder-Decoder Model For Detecting Spammed Tweets on Twitter by Krishna, N. Bala, Reddy, Kandula Sainath, Krishnan, M. B. Mukesh, Sai, Katari, Chowdary, Karjala Harsha Vardhan, Akhil, Kande Venkat

“… socially, whether by tweeting a tweet on someone else's behalf or researching many subjects in the running world…”
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Noise reduction in X-ray photon correlation spectroscopy with convolutional neural networks encoder–decoder models by Konstantinova, Tatiana, Wiegart, Lutz, Rakitin, Maksim, DeGennaro, Anthony M., Barbour, Andi M.

“…Like other experimental techniques, X-ray photon correlation spectroscopy is subject to various kinds of noise…”
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Convolutional neural network‐based pelvic floor structure segmentation using magnetic resonance imaging in pelvic organ prolapse by Feng, Fei, Ashton‐Miller, James A., DeLancey, John O. L., Luo, Jiajia

“…‐resolution features pyramid module (MRFP) into an encoder‐decoder model…”
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Automated segmentation of the knee for age assessment in 3D MR images using convolutional neural networks by Pröve, Paul-Louis, Jopp-van Well, Eilin, Stanczus, Ben, Morlock, Michael M., Herrmann, Jochen, Groth, Michael, Säring, Dennis, Auf der Mauer, Markus

“…Age assessment is used to estimate the chronological age of an individual who lacks legal documentation. Recent studies indicate that the ossification degree…”
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Noise Reduction in X-ray Photon Correlation Spectroscopy with Convolutional Neural Networks Encoder-Decoder Models by Konstantinova, Tatiana, Wiegart, Lutz, Rakitin, Maksim, DeGennaro, Anthony M, Barbour, Andi M

“…Like other experimental techniques, X-ray Photon Correlation Spectroscopy is subject to various kinds of noise…”
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Arabic text summarization using deep learning approach by Al-Maleh, Molham, Desouki, Said

“… The new methods of text summarization are subject to a sequence-to-sequence framework of encoder…”
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Deep sequence to sequence semantic embedding with attention for entity linking in context of incomplete linked data by Hamel, Oussama, Fareh, Messaouda

“…), which employs an encoder–decoder model with an attention…”
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A diffusion-based feature enhancement approach for driving behavior classification with EEG data by Liu, Tianqi, Qin, Yanjun, Zhang, Shanghang, Tao, Xiaoming

“… We proposed an encoder–decoder model structure containing a DDPM module for EEG signal classification…”
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A Novel Encoder-Decoder Knowledge Graph Completion Model for Robot Brain by Song, Yichen, Li, Aiping, Tu, Hongkui, Chen, Kai, Li, Chenchen

“…With the rapid development of artificial intelligence, Cybernetics, and other High-tech subject technology, robots have been made and used in increasing fields…”
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An Improved UNet++ Model for Congestive Heart Failure Diagnosis Using Short-Term RR Intervals by Lei, Meng, Li, Jia, Li, Ming, Zou, Liang, Yu, Han

“…+ in medical image segmentation, in this paper, we introduce an end-to-end encoder-decoder model to detect CHF using HRV signals…”
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High-Performance English–Chinese Machine Translation Based on GPU-Enabled Deep Neural Networks with Domain Corpus by Zhao, Lanxin, Gao, Wanrong, Fang, Jianbin

“… Our system takes English text as input and uses an encoder-decoder model with an attention mechanism based…”
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End-to-End Speech Translation With Transcoding by Multi-Task Learning for Distant Language Pairs by Kano, Takatomo, Sakti, Sakriani, Nakamura, Satoshi

“…Directly translating spoken utterances from a source language to a target language is challenging because it requires a fundamental transformation in both…”
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Encoder-Decoder Neural Network with Attention Mechanism for Types Detection in Linked Data by Hamel, Oussama, Fareh, Messaouda

“… In this paper, we propose an approach based on Deep Learning techniques, using an encoder-decoder model with attention mechanism, embedding layer to extract the features of each subject from the RDF…”
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Attention mechanism‐based prediction of early tau accumulation using MRI by Kim, Jin‐Yang, Song, Yeong‐Hun, Lee, Wha Jin, Seong, Joon‐Kyung

“…Background Assessing tau accumulation in early affected areas like the lateral entorhinal cortex (EC) and inferior temporal gyrus (ITG) enables early…”
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Basic Science and Pathogenesis by Kim, Jin-Yang, Song, Yeong-Hun, Lee, Wha Jin, Seong, Joon-Kyung

“…Assessing tau accumulation in early affected areas like the lateral entorhinal cortex (EC) and inferior temporal gyrus (ITG) enables early prediction of…”
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Audio Captioning Based on Combined Audio and Semantic Embeddings by Eren, Aysegul Ozkaya, Sert, Mustafa

“… Most existing approaches use the encoder-decoder model without using semantic information. In this study, we propose a bi-directional Gated Recurrent Unit (BiGRU…”
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Fine-grained Vital Sign Reconstruction through Machine Learning on Multi-channel Radar Signals by Li, Changming, Shi, Cong, Petropulu, Athina, Chen, Yingying

“…Monitoring vital signs such as breathing rate (BR) and heart rate (HR) is crucial for early detection of health issues and supports a wide range of…”
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HiroPoseEstimation: A Dataset of Pose Estimation for Kid-Size Humanoid Robot by Rafly Azmi Ulya, Amik, Hutama Harsono, Nathanael, Mulyanto Yuniarno, Eko, Hery Purnomo, Mauridhi

“… Pose estimation is used to measure the robot’s performance. Nevertheless, there have not been many research done on this subject…”
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Center of Pressure Estimation by Analyzing Walking Videos by Chen, Jiansheng, Qin, Yining, Lin, Poyu, Li, Jiawei, Xue, Youze, Ma, Huimin

“… Then, we propose an encoder-decoder model for estimating COPs using human pose and body shape as inputs…”
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