Search Results - "Encoder–decoder models"

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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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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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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Transformer based Answer-Aware Bengali Question Generation by Ruma, Jannatul Ferdous, Mayeesha, Tasmiah Tahsin, Rahman, Rashedur M.

“… Question generation (QG), the task of generating questions from text or other forms of data, a significant and challenging subject, has recently attracted more attention in natural language processing (NLP…”
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Computational Models in fMri: from the Neural Basis of Visual Recognition Memory to Predicting Brain Activation for Arbitrary Tasks by Walters, Jonathon

“…This dissertation explores specific and generalized approaches in the computational modeling of human brain data, from localizing brain regions important for…”
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Topic-Controlled Text Generation by Caglayan, Cansen, Karakaya, Murat

“…) based encoder decoder models, which were used frequently, studies using transformer-based models are few…”
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Sequence-to-Sequence Spanish Pre-trained Language Models by Araujo, Vladimir, Trusca, Maria Mihaela, Tufiño, Rodrigo, Marie-Francine Moens

“… While Spanish language models based on BERT and GPT have demonstrated proficiency in natural language understanding and generation, there remains a noticeable scarcity of encoder-decoder models…”
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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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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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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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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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