Search Results - "Encoder–decoder framework"

The exploration of a Temporal Convolutional Network combined with Encoder-Decoder framework for runoff forecasting by Lin, Kangling, Sheng, Sheng, Zhou, Yanlai, Liu, Feng, Li, Zhiyu, Chen, Hua, Xu, Chong-Yu, Chen, Jie, Guo, Shenglian

“… Both models perform poorly in the low flow and well in the medium and high flow at most forecast horizons, while it is subject to the forecast horizon in forecasting peak flow…”
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High-Order Interaction Learning for Image Captioning by Wang, Yanhui, Xu, Ning, Liu, An-An, Li, Wenhui, Zhang, Yongdong

“… If we define the context of the interaction to be involved in the subject-predicate-object triplet, most current methods only focus on the single triplet for the first-order interaction to generate sentences…”
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Joint Embedding of Deep Visual and Semantic Features for Medical Image Report Generation by Yang, Yan, Yu, Jun, Zhang, Jian, Han, Weidong, Jiang, Hanliang, Huang, Qingming

“…Medical image report generation (MeIRG) aims at generating associated diagnosis descriptions with natural language sentences from medical images, which is…”
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REVECA -- Rich Encoder-decoder framework for Video Event CAptioner by Heo, Jaehyuk, Jeong, YongGi, Sunwoo, Kim, Kim, Jaehee, Kang, Pilsung

“… We designed a Rich Encoder-decoder framework for Video Event CAptioner (REVECA) that utilizes spatial and temporal information from the video to generate a caption for the corresponding the event boundary…”
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Auto‐segmentation of thoraco‐abdominal organs in pediatric dynamic MRI by Akhtar, Yusuf, Udupa, Jayaram K., Tong, Yubing, Liu, Tiange, Wu, Caiyun, Kogan, Rachel, Al‐Noury, Mostafa, Hosseini, Mahdie, Tong, Leihui, Mannikeri, Samarth, Odhner, Dewey, Mcdonough, Joseph M., Lott, Carina, Clark, Abigail, Cahill, Patrick J., Anari, Jason B., Torigian, Drew A.

“… The encoder‐decoder framework in DL‐D utilizes features at four different resolution levels to counter the challenges involved in segmentation…”
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Feasibility of Transfer Learning from Finger PPG to In-Ear PPG by Davies, Harry J., Zylinski, Marek, Bermond, Matteo, Liu, Zhuang, Khaleghimeybodi, Morteza, Mandic, Danilo P.

“… This is achieved by introducing an encoder-decoder framework which is set up to extract respiratory waveforms from PPG, whereby simultaneously recorded gold standard respiratory waveforms…”
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Unbinding tensor product representations for image captioning with semantic alignment and complementation by Wu, Bicheng, Wo, Yan

“… Many state-of-the-art methods generally adopt the encoder–decoder framework to implement information conversion from image modality to text modality…”
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Distress-Level Prediction of Pavement Deterioration with Causal Analysis and Uncertainty Quantification by Sun, Yifan, Gao, Qian, Li, Feng, Du, Yuchuan

“… Subject to the combined influence of multiple factors, pavement distress deterioration exhibits pronounced nonlinear and time-lag characteristics, making distress-level predictions prone…”
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Remote Sensing Image Captioning Using Deep Learning by Yamani, Bhavitha, Medavarapu, Nikhil, Rakesh, S.

“… In the realm of remote sensing image captioning, the prevailing approach predominantly employs encoder-decoder frameworks…”
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The Construction of Machine Translation Model and Its Application in English Grammar Error Detection by Long, Fei

“… grammar error detection. In the encoder-decoder framework, the machine translation model is constructed through the steps of word vector generation, encoder language model construction, decoder language model construction…”
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Prostate Segmentation with Encoder-Decoder Densely Connected Convolutional Network (Ed-Densenet) by Yuan, Yixuan, Qin, Wenjian, Guo, Xiaoqing, Buyyounouski, Mark, Hancock, Steve, Han, Bin, Xing, Lei

“… features and a dense decoder pathway, which predicts the final segmentation in the pixel level. Instead of using the convolutional network as the basic unit in the encoder-decoder framework, we utilize Densely Connected Convolutional Network…”
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Auto-segmentation of thoraco-abdominal organs in pediatric dynamic MRI by Akhtar, Yusuf, Udupa, Jayaram K, Tong, Yubing, Liu, Tiange, Wu, Caiyun, Kogan, Rachel, Al-Noury, Mostafa, Hosseini, Mahdie, Tong, Leihui, Mannikeri, Samarth, Odhner, Dewey, Mcdonough, Joseph M, Lott, Carina, Clark, Abigail, Cahill, Patrick J, Anari, Jason B, Torigian, Drew A

“… We can use healthy subjects to find out the normal architecture and motion of a rib cage and associated organs and attempt to modify the patient's deformed anatomy to match…”
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Learning to Discretely Compose Reasoning Module Networks for Video Captioning by Tan, Ganchao, Liu, Daqing, Wang, Meng, Zheng-Jun Zha

“…), to equip the existing encoder-decoder framework with the above…”
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Seq2RDF: An end-to-end application for deriving Triples from Natural Language Text by Liu, Yue, Zhang, Tongtao, Liang, Zhicheng, Ji, Heng, McGuinness, Deborah L

“… Inspired by recent successes in neural machine translation, we treat the triples within a given knowledge graph as an independent graph language and propose an encoder-decoder framework…”
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Attention-based Walking Gait and Direction Recognition in Wi-Fi Networks by Xu, Yang, Chen, Min, Yang, Wei, Chen, Sheng, Huang, Liusheng

“…) encoder-decoder framework to implement a cycle-independent human gait and walking direction recognition system in Wi-Fi networks…”
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A Deep Learning Approach for Automated Image Captioning with CNN and LSTM Models by C, Shanmukh Shekar K, Natarajan, Suresh Kumar, I, Ambika

“…Accurately describing a picture has turned out to be a crucial problem, and expert system researchers have always been interested in image captioning,…”
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