Výsledky vyhledávání - "encoder-decoder framework"

Nonautoregressive Encoder-Decoder Neural Framework for End-to-End Aspect-Based Sentiment Triplet Extraction Autor Fei, Hao, Ren, Yafeng, Zhang, Yue, Ji, Donghong

“…Aspect-based sentiment triplet extraction (ASTE) aims at recognizing the joint triplets from texts, i.e., aspect terms, opinion expressions, and correlated…”
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Parallel encoder-decoder framework for image captioning Autor Saeidimesineh, Reyhane, Adibi, Peyman, Karshenas, Hossein, Darvishy, Alireza

“…Recent progress in deep learning has led to successful utilization of encoder–decoder frameworks inspired by machine translation in image captioning models…”
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Deep-Learning Forecasting Method for Electric Power Load via Attention-Based Encoder-Decoder with Bayesian Optimization Autor Jin, Xue-Bo, Zheng, Wei-Zhen, Kong, Jian-Lei, Wang, Xiao-Yi, Bai, Yu-Ting, Su, Ting-Li, Lin, Seng

“…Short-term electrical load forecasting plays an important role in the safety, stability, and sustainability of the power production and scheduling process. An…”
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A survey on automatic image caption generation Autor Bai, Shuang, An, Shan

“…Image captioning means automatically generating a caption for an image. As a recently emerged research area, it is attracting more and more attention. To…”
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Automatic medical image interpretation: State of the art and future directions Autor Ayesha, Hareem, Iqbal, Sajid, Tariq, Mehreen, Abrar, Muhammad, Sanaullah, Muhammad, Abbas, Ishaq, Rehman, Amjad, Niazi, Muhammad Farooq Khan, Hussain, Shafiq

“…•Image interpretation is an emerging field of artificial intelligence.•A good amount of research has been published with different titles that may include…”
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High-Order Interaction Learning for Image Captioning Autor Wang, Yanhui, Xu, Ning, Liu, An-An, Li, Wenhui, Zhang, Yongdong

“…Image captioning aims at understanding various semantic concepts (e.g., objects and relationships) from an image and integrating them in a sentence-level…”
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Zero-Shot Learning via Latent Space Encoding Autor Yu, Yunlong, Ji, Zhong, Guo, Jichang, Zhang, Zhongfei

“…Zero-shot learning (ZSL) is typically achieved by resorting to a class semantic embedding space to transfer the knowledge from the seen classes to unseen ones…”
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A Physical Law Constrained Deep Learning Model for Vehicle Trajectory Prediction Autor Li, Hanchu, Liao, Ziyi, Rui, Yikang, Li, Linchao, Ran, Bin

“…Vehicle trajectory prediction is crucial and indispensable for ensuring the safe and efficient operation of autonomous vehicles in complex traffic…”
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Pedestrian trajectory prediction using BiRNN encoder-decoder framework Autor Wu, Jiaxu, Woo, Hanwool, Tamura, Yusuke, Moro, Alessandro, Massaroli, Stefano, Yamashita, Atsushi, Asama, Hajime

“…Autonomous mobile robots navigating through human crowds are required to foresee the future trajectories of surrounding pedestrians and accordingly plan safe…”
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An improved Wavenet network for multi-step-ahead wind energy forecasting Autor Wang, Yun, Chen, Tuo, Zhou, Shengchao, Zhang, Fan, Zou, Ruming, Hu, Qinghua

“…•A novel hybrid deep model is proposed for multi-step-ahead wind energy forecasting.•An encoder-decoder framework is designed to extract comprehensive…”
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Multiple weather degraded image restoration based on multi-component decomposition Autor Lin, Xiao, Chen, Yilin, Xu, Duojiu, Yang, Qizhe, Li, Yan, Huang, Wei, Li, Ping

“…•Three-component prior decomposes images into background, primary mask, and residual.•Transformer trunk and attention branches disentangle overlapping weather…”
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VMDI-LSTM-ED: A novel enhanced decomposition ensemble model incorporating data integration for accurate non-stationary daily streamflow forecasting Autor Liu, Jiadong, Xu, Teng, Lu, Chunhui

“…•A novel model, VMDI-LSTM-ED, is proposed for non-stationary streamflow forecasting.•Data integration (DI) is firstly employed to enhance decomposition…”
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Exploring EfficientNet Variants for Image Encoding in Auxiliary Signal Guided Knowledge Encoder-Decoder Framework Autor Henry, Matthew Martianus, Heryanto, Nur Adhianti, Pardamean, Bens

“…The growing number of medical images has led to radiologist burnout, which seriously impacts the radiologist's performance. To address the previously mentioned…”
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DKPE: Deep KeyPhrase Expansion Autor Du, Huaming, Xie, Zhilong, Song, Jia, Yuan, Yaoxing, Li, Jiacan, Chen, Xingyan, Chen, Huangen, Zhao, Yu, Zhuang, Fuzhen, Li, Qing

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An extended attention mechanism for scene text recognition Autor Xiao, Zheng, Nie, Zhenyu, Song, Chao, Chronopoulos, Anthony Theodore

“…Scene text recognition (STR) refers to obtaining text information from natural text images. The task is more challenging than the optical character…”
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PML-ED: A method of partial multi-label learning by using encoder-decoder framework and exploring label correlation Autor Wang, Zhenwu, Liu, Fanghan, Han, Mengjie, Tang, Hongjian, Wan, Benting

“…•A method of partial multi-label learning is proposed based on Encoder-Decoder.•A method generates credible label distribution by using KNN label…”
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基于信息融合和数据增强的篇章级事件检测方法 Autor 谭立君, 胡艳丽, 曹健威, 谭真

“…TP391; 事件检测是自然语言处理领域的关键任务,旨在识别事件触发词并正确分类其事件类型.语句级事件检测方法未能有效利用文本中的句内和句间事件相关性信息,面临着一词多…”
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Document-Level Event Detection Method Based on Information Aggregation and Data Augmentation Autor TAN Lijun, HU Yanli, CAO Jianwei, TAN Zhen

“…Event detection is a key task in the field of natural language processing, aiming to identify event trigger words and correctly classify their event types…”
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A novel intelligent health prediction method for lithium‐ion batteries within a variable voltage range Autor Tan, Xiaojun, Zhuang, Huanbiao, Song, Xinman, Wang, Huanyu, Fan, Yuqian

“…Summary As the Internet of Vehicles and cloud computing have rapidly developed, they have become increasingly relevant to the online prediction of the state of…”
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Efficient time-domain speech separation using short encoded sequence network Autor Liu, Debang, Zhang, Tianqi, Christensen, Mads Græsbøll, Ma, Baoze, Deng, Pan

“…The key to single-channel time-domain speech separation lies in encoding the mixed speech into latent feature representations by encoder and obtaining the…”
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