Search Results - Short sequence encoder–decoder framework

Efficient time-domain speech separation using short encoded sequence network by Liu, Debang, Zhang, Tianqi, Christensen, Mads Græsbøll, Ma, Baoze, Deng, Pan

“… result in increased computational complexity and training costs for the model. Therefore, in this paper, we propose an efficient time-domain speech separation model using short-sequence encoder–decoder framework (ESEDNet…”
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Accurate wind speed prediction using a Variational AutoEncoder integrated with a sequence-to-sequence-bidirectional long short-term memory-encoder-decoder architecture by Mehmood, Faisal, Yuan, Chulong, Gong, Jingliang, Li, Lixiao, Hu, Gang, Li, Chao, Abbas, Touqeer

“…) integrated with a Sequence-to-Sequence Bidirectional Long Short-Term Memory (Seq2Seq-BiLSTM) Encoder-Decoder model…”
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Exploring a Long Short-Term Memory based Encoder-Decoder framework for multi-step-ahead flood forecasting by Kao, I-Feng, Zhou, Yanlai, Chang, Li-Chiu, Chang, Fi-John

“…•Sequence-to-sequence learning converts an input sequence into an output sequence.•LSTM encoder-decoder models tackle the challenging sequence-to-sequence prediction…”
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Video Summarization With Attention-Based Encoder-Decoder Networks by Ji, Zhong, Xiong, Kailin, Pang, Yanwei, Li, Xuelong

“… To this end, we propose a novel video summarization framework named attentive encoder-decoder networks for video summarization (AVS…”
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A comprehensive construction of deep neural network‐based encoder–decoder framework for automatic image captioning systems by 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…”
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Encoder-decoder with focus-mechanism for sequence labelling based spoken language understanding by Su Zhu, Kai Yu

“…This paper investigates the framework of encoder-decoder with attention for sequence labelling based spoken language understanding…”
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Exploring a multi-output temporal convolutional network driven encoder-decoder framework for ammonia nitrogen forecasting by Sheng, Sheng, Lin, Kangling, Zhou, Yanlai, Chen, Hua, Luo, Yuxuan, Guo, Shenglian, Xu, Chong-Yu

“… Through learning a compressed representation of the input data, the Encoder-Decoder (ED) structure not only could remove noise and redundancies, but also could efficiently…”
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A novel approach to ultra-short-term multi-step wind power predictions based on encoder–decoder architecture in natural language processing by Wang, Lei, He, Yigang, Li, Lie, Liu, Xiaoyan, Zhao, Yingying

“… To address these shortcomings, this study proposed three improved encoder–decoder architectures, sequence-to-sequence bidirectional gated recurrent unit (SBIGRU…”
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An Encoder–Decoder Architecture within a Classical Signal-Processing Framework for Real-Time Barcode Segmentation by Gómez-Cárdenes, Óscar, Marichal-Hernández, José Gil, Son, Jung-Young, Pérez Jiménez, Rafael, Rodríguez-Ramos, José Manuel

“… The second one uses an encoder–decoder structure inspired by state-of-the-art convolutional neural networks for segmentation while maintaining a classical processing framework, thus not requiring training…”
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PIEED: Position information enhanced encoder-decoder framework for scene text recognition by Ma, Xitao, He, Kai, Zhang, Dazhuang, Li, Dashuang

“… Recently, the encoder-decoder framework based on attention mechanism is widely used in STR for better recognition…”
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Natural Scene Text Recognition Based on Encoder-Decoder Framework by Zuo, Ling-Qun, Sun, Hong-Mei, Mao, Qi-Chao, Qi, Rong, Jia, Rui-Sheng

“…) and attention mechanism under the encoder-decoder framework, in order to overcome the problem of character segmentation, using the correlation between image and text sequence…”
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Encoder-Decoder Based Route Generation Model for Flexible Travel Recommendation by Zhang, Jiale, Ma, Mingqian, Gao, Xiaofeng, Chen, Guihai

“… In this article, we propose an encoder-decoder-based travel route recommendation framework, to help electronic tourist guide applications better recommend routes for their users…”
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An extreme-short-term predicted model of the learning-based approach for multi-step USV maneuvering motions by Luo, Haoze, Ge, Junfeng, Qin, Shenglei, Hou, Guoxiang, Xu, Shun

“…•The proposed model employs an encoder-decoder framework to extract relationships between historical and future sequences of motion and maneuvering control…”
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A Sentence‐Level Encoder–Decoder Architecture for Designing an Administrative Roman Urdu Chatbot by Maqbool, Muhammad Nazam, Saleem, Rana Muhammad, Sarwar, Nadeem, Ibrahim, Muhammad, Alam Hashmi, Muhammad Shadab

“…This research focuses on developing an intelligent administrative chatbot for Roman Urdu to overcome the language barrier that hinders individuals who are not fluent in English from utilizing existing chatbot frameworks…”
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Global to local: a novel encoder-decoder framework for urban real-time rainfall-runoff forecasting by Tian, Yuan, Fu, Wenlong, Dong, Yajing, Han, Qi, Xiong, Qian, Cui, Ruonan, Ao, Zhenyu, Lei, Xinyu

“… a challenging task in hydrological simulation. Existing methods often fall short in meeting the requirements for real-time response and accuracy…”
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Forecasting Stock Market Indices Using Integration of Encoder, Decoder, and Attention Mechanism by Thach, Tien Thanh

“… This paper presents a novel framework that leverages these components to capture complex temporal dependencies and patterns within stock price data…”
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A combination of background modeler and encoder-decoder CNN for background/foreground segregation in image sequence by Chan, Kwok-Leung, Wang, Jingming, Yu, Han

“… Through analysis of a short image sequence, the background modeler can generate one image which represents the background of that video…”
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Ship-Collision Avoidance Decision-Making Learning of Unmanned Surface Vehicles with Automatic Identification System Data Based on Encoder—Decoder Automatic-Response Neural Networks by Gao, Miao, Shi, Guo-You

“…–decoder automatic-response neural network is designed and implemented based on the sequence-to-sequence (Seq2Seq…”
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AEDmts: An Attention-Based Encoder-Decoder Framework for Multi-Sensory Time Series Analytic by Fan, Jin, Wang, Hongkun, Huang, Yipan, Zhang, Ke, Zhao, Bei

“…, dynamic spatial-temporal correlations and external factors. In this paper, we propose an attention-based encoder-decoder framework for multi-sensory time-series analytic…”
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MITP-Net: A deep-learning framework for short-term indoor temperature predictions in multi-zone buildings by Xing, Tian, Sun, Kailai, Zhao, Qianchuan

“… Aiming to fill these gaps, we propose a novel deep-learning framework for short-term indoor temperature prediction in multi-zone buildings…”
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