Search Results - encoder and decoder model

A hierarchical temporal attention-based LSTM encoder-decoder model for individual mobility prediction by Li, Fa, Gui, Zhipeng, Zhang, Zhaoyu, Peng, Dehua, Tian, Siyu, Yuan, Kunxiaojia, Sun, Yunzeng, Wu, Huayi, Gong, Jianya, Lei, Yichen

“…•A hierarchical temporal attention based model is proposed to support short-term and long-term human mobility sequence prediction…”
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An asymmetric encoder–decoder model for Zn-ion battery lifetime prediction by Lu, Siyu, Yin, Zhengtong, Liao, Shengjun, Yang, Bo, Liu, Shan, Liu, Mingzhe, Yin, Lirong, Zheng, Wenfeng

“… As a means of improving the machine learning model’s accuracy and generalization…”
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Hourly solar irradiance forecasting based on encoder–decoder model using series decomposition and dynamic error compensation by Tong, Junlong, Xie, Liping, Fang, Shixiong, Yang, Wankou, Zhang, Kanjian

“… In this paper, a deep hybrid model based on encoder–decoder is proposed to cope with the complex pattern for hourly irradiance forecasting…”
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CHERRY: a Computational metHod for accuratE pRediction of virus–pRokarYotic interactions using a graph encoder–decoder model by Shang, Jiayu, Sun, Yanni

“…Abstract Prokaryotic viruses, which infect bacteria and archaea, are key players in microbial communities. Predicting the hosts of prokaryotic viruses helps…”
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Halcyon: an accurate basecaller exploiting an encoder–decoder model with monotonic attention by Konishi, Hiroki, Yamaguchi, Rui, Yamaguchi, Kiyoshi, Furukawa, Yoichi, Imoto, Seiya

“… Our model employs monotonic-attention mechanisms to learn semantic correspondences between nucleotides and signal levels without any pre-segmentation against input signals…”
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Characteristics and Prediction of Reservoir Water Quality under the Rainfall-Runoff Impact by Long Short-Term Memory Based Encoder-Decoder Model: Characteristics and Prediction of Reservoir Water Quality under the rainfall-runoff Impact by Long Short-Term Memory Based Encoder-Decoder Model by Sheng, Xiaodan, Tang, Yulan, Yue, Shupeng, Yang, Xu, He, Yating

“… Furthermore, an encoder-decoder model based on Long Short-Term Memory (LSTM-ED) was constructed to predict the water quality indicators, and the response of these indicators to different levels of rainfall-runoff was subsequently explored…”
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Enhanced brain tumour segmentation using a hybrid dual encoder–decoder model in federated learning by Narmadha, K., Varalakshmi, P.

“… To address these drawbacks, we propose a Hybrid Dual Encoder–Decoder Segmentation Model in Federated Learning, that integrates EfficientNet with Swin Transformer as encoders and BASNet…”
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Unsupervised anomaly detection in hourly water demand data using an asymmetric encoder–decoder model by Yan, Jieru, Tao, Tao

“… To fill the gap, we propose an unsupervised anomaly detection method based on an asymmetric encoder–decoder (asyED) model…”
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Time series prediction based on LSTM-attention-LSTM model by Wen, Xianyun, Li, Weibang

“… The model uses two LSTM models as the encoder and decoder, and introduces an attention mechanism between the encoder and decoder…”
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Filling gaps of cartographic polylines by using an encoder-decoder model by Yu, Wenhao, Chen, Yujie

“… In this paper, we propose an effective framework for vector-structured polyline completion using a generative model…”
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Generating Potential RET-Specific Inhibitors Using a Novel LSTM Encoder–Decoder Model by Liu, Lu, Zhao, Xi, Huang, Xuri

“…) and a long short-term memory (LSTM) encoder–decoder structure to generate receptor-specific molecules with novel scaffolds…”
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Multisource Attention-Mechanism-Based Encoder-Decoder Model for Predicting Drug-Drug Interaction Events by Pan, Deng, Quan, Lijun, Jin, Zhi, Chen, Taoning, Wang, Xuejiao, Xie, Jingxin, Wu, Tingfang, Lyu, Qiang

“… To fill this gap, we propose two attention-mechanism-based encoder-decoder models that incorporate multisource information…”
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Code Annotation Automatic Generation Based on Structure Aware Dual Encoder by XU Shaofeng, PAN Wentao, XIONG Yun, ZHU Yangyong

“… translation model,and a dual encoder and decoder model based on structure awareness is proposed,which comprehensively considers the sequence…”
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TrEnD: A transformer‐based encoder‐decoder model with adaptive patch embedding for mass segmentation in mammograms by Liu, Dongdong, Wu, Bo, Li, Changbo, Sun, Zheng, Zhang, Nan

“… Methods We propose an effective transformer‐based encoder‐decoder model (TrEnD). Firstly…”
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QMEDNet: A quaternion-based multi-order differential encoder–decoder model for 3D human motion prediction by Cao, Wenming, Li, Shuangshuang, Zhong, Jianqi

“… recurrent neural network in Euclidean space. However human motion representation in Euclidean space has high distortion and shows a weak semantic expression when using deep learning models…”
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A multitask encoder–decoder model for quality prediction in injection moulding by Muaz, Muhammad, Yu, Hanxin, Sung, Wai Lam, Liu, Chang, Drescher, Benny

“…, weight, dimensions, and warpage. To build a more comprehensive/generalized quality prediction model with online learning, this study for the first time takes time series process parameters from 2 pairs of in-mould pressure…”
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Day-ahead forecasting of residential electric power consumption for energy management using Long Short-Term Memory encoder–decoder model by La Tona, G., Luna, M., Di Piazza, M.C.

“… from statistical compensation of errors. This paper presents a day-ahead forecasting technique for individual residential load demand that is based on the Long Short-Term Memory encoder…”
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Plant Disease Identification Based on Encoder–Decoder Model by Feng, Wenfeng, Sun, Guoying, Zhang, Xin

“… We designed a model with an encoder–decoder architecture to efficiently classify plant diseases using a transfer learning approach, which effectively recognizes a large number of plant diseases in multiple crops…”
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An efficient encoder–decoder model for portrait depth estimation from single images trained on pixel-accurate synthetic data by Khan, Faisal, Hussain, Shahid, Basak, Shubhajit, Lemley, Joseph, Corcoran, Peter

“… Furthermore, an improved encoder–decoder based neural network is presented. This network…”
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Character-level arabic text generation from sign language video using encoder–decoder model by Boukdir, Abdelbasset, Benaddy, Mohamed, Meslouhi, Othmane El, Kardouchi, Mustapha, Akhloufi, Moulay

“… The video sequence was encoded by a spatiotemporal feature extraction using pose estimation models, while the label text of the video is transmitted to a sequence of representative vectors…”
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