Search Results - translator encoder–decoder structure

Radar Echo Extrapolation Based on Translator Coding and Decoding Conditional Generation Adversarial Network by Mou, Xingang, He, Yuan, Li, Wenfeng, Zhou, Xiao

“… regions over extended sequences, this study presents a novel model for radar echo extrapolation that combines a translator encoder-decoder architecture with a spatiotemporal dual-discriminator…”
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Structure-Aware in-Air Handwritten Text Recognition with Graph-Guided Cross-Modality Translator by Chen, Yuyan, Zhao, Xing, Gan, Ji, Leng, Jiaxu, Zhang, Yan, Gao, Xinbo

“… Instead, we propose a novel Graph-guided Cross-modality Translator for IAHTR, which further explicitly exploits the geometric structures of characters for guiding the decoding of trajectories via…”
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LARRES: A New Deep Learning Based Global Ionosphere Map Prediction Model With Large Receptive Field by Zhuang, Yonggai, Wang, Lei, Yang, Wenqing, Han, Yi, Yang, Fei, Shen, Nan, Zhou, Lv, Zheng, Yuefeng

“…) prediction and gained increasing attention. However, the ConvLSTM model can only consider local features in GIM prediction since the single layer Convolutional Neural Network structure in ConvLSTM can not capture the global features…”
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DLBT: Deep Learning-Based Transformer to Generate Pseudo-Code from Source Code by Gad, Walaa, Alokla, Anas, Nazih, Waleed, Aref, Mustafa, Salem, Abdel-badeeh

“… The DLBT is based on the transformer which is an encoder-decoder structure…”
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Translation of English Language into Urdu Language Using LSTM Model by Hassan Kumhar, Sajadul, Immamul Ansarullah, Syed, Abid Gardezi, Akber, Ahmad, Shafiq, Edrees Sayed, Abdelaty, Shafiq, Muhammad

“… Machine translation has achieved this goal with encouraging results. When decoding the source text into the target language, the translator checks all the characteristics of the text…”
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Optimization of machine translation algorithm for English long sentences based on deep learning by Zhang, Guowei

“… This paper adopts the encoder-decoder structure. In the encoding stage, each word in the Chinese sentence is first mapped to a fixed-length word vector, and all the…”
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A spatiotemporal prediction model for rapid prediction of delamination growth in open-hole composite laminates by Yan, Huai, Xie, Weihua, Gao, Bo, Yang, Fan, Meng, Songhe

“… In this study, an end-to-end spatiotemporal prediction model with Encoder-Translator-Decoder architecture is developed to rapidly predict the delamination growth of laminates under compressive loading…”
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