Search Results - Asymmetric encoder–decoder model

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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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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Wave based damage detection in solid structures using spatially asymmetric encoder–decoder network by Wuttke, Frank, Lyu, Hao, Sattari, Amir S., Rizvi, Zarghaam H.

“… The presented model, a spatially asymmetric encoder–decoder network, is based on 1D-Convolutional Neural Networks (CNN…”
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AWED: Asymmetric Wavelet Encoder-Decoder Framework for Simultaneous Gas Distribution Mapping and Gas Source Localization by Zhong, Shutong, Zeng, Ming, Mao, Liang

“… This article proposes an end-to-end model called asymmetric wavelet encoder-decoder (AWED) to address GDM and GSL from ultrasparse sensor data…”
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A novel Dual-Branch Asymmetric Encoder–Decoder Segmentation Network for accurate colonic crypt segmentation by Zhou, Jingjun, Xiong, Hong, Liu, Qian

“… To mitigate this problem, we proposed the Dual-Branch Asymmetric Encoder–Decoder Segmentation Network (DAUNet…”
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LSRN-AED: lightweight super-resolution network based on asymmetric encoder–decoder by Huang, Shuying, Li, Wei, Yang, Yong, Wan, Weiguo, Lai, Houzeng

“…), which achieves better performance while reducing model parameters and computation. On the basis of rethinking the roles of encoder and decoder, an asymmetric encoder–decoder (AED…”
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Dynamic adaptive encoder-decoder deep learning networks for multivariate time series forecasting of building energy consumption by Guo, Jing, Lin, Penghui, Zhang, Limao, Pan, Yue, Xiao, Zhonghua

“… To settle this issue, this study proposes an asymmetric encoder-decoder learning framework where the spatial relationships and time-series features between multiple buildings are extracted…”
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An encoder-decoder fusion battery life prediction method based on Gaussian process regression and improvement by Dang, Wei, Liao, Shengjun, Yang, Bo, Yin, Zhengtong, Liu, Mingzhe, Yin, Lirong, Zheng, Wenfeng

“…The prediction ability of all traditional machine learning models is limited to a few batteries…”
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LSCMNet: A Lightweight Segmentation Network Based on Co-Occurring Matrix for Seismic Image by Fan, Linqian, Lu, Wenkai, Wang, Yonghao

“…). The overall architecture of LSCMNet employs an asymmetric encoder-decoder structure. The encoder mainly consists of a lightweight bottleneck that integrates the parametric co-occurrence matrix (CM…”
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Ghost-UNet: An Asymmetric Encoder-Decoder Architecture for Semantic Segmentation From Scratch by Kazerouni, Iman Abaspur, Dooly, Gerard, Toal, Daniel

“… for them. In this paper, we propose a deep architecture for semantic segmentation from scratch based on an asymmetry encoder- decoder architecture…”
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Tubule-U-Net: a novel dataset and deep learning-based tubule segmentation framework in whole slide images of breast cancer by Tekin, Eren, Yazıcı, Çisem, Kusetogullari, Huseyin, Tokat, Fatma, Yavariabdi, Amir, Iheme, Leonardo Obinna, Çayır, Sercan, Bozaba, Engin, Solmaz, Gizem, Darbaz, Berkan, Özsoy, Gülşah, Ayaltı, Samet, Kayhan, Cavit Kerem, İnce, Ümit, Uzel, Burak

“… The Tubule-U-Net framework first uses a patch enhancement technique such as reflection or mirror padding and then employs an asymmetric encoder-decoder semantic segmentation model…”
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Asymmetric Encoder-Decoder Structured FCN Based LiDAR to Color Image Generation by Kim, Hyun-Koo, Yoo, Kook-Yeol, Park, Ju H., Jung, Ho-Youl

“…). The color image should be generated from a very sparse projected intensity image. For this reason, the FCN is designed to have an asymmetric network structure, i.e…”
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Lednet: A Lightweight Encoder-Decoder Network for Real-Time Semantic Segmentation by Wang, Yu, Zhou, Quan, Liu, Jia, Xiong, Jian, Gao, Guangwei, Wu, Xiaofu, Latecki, Longin Jan

“… In this paper, we present a lightweight network to address this problem, namely LEDNet, which employs an asymmetric encoder-decoder architecture for the task of real-time semantic segmentation…”
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LAENet: Light-weight asymmetric encoder-decoder network for semantic segmentation by Hong, Liangyi, Duan, Shukai, Wang, Lidan, Pan, Yongbin

“… On account of the limitation of calculation burden on mobile devices, we present a light-weight asymmetric encoder-decoder network in this paper, namely LAENet, which quickly and efficiently…”
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Pavement crack detection through a deep-learned asymmetric encoder-decoder convolutional neural network by Fakhri, Seyed Arya, Satari Abrovi, Mehran, Zakeri, Hamzeh, Safdarinezhad, Alireza, Fakhri, Arvin

“…Crack detection on roads' surfaces is an important issue in pavement management, as it provides an indication of the quality of the road and its deterioration…”
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Detecting energy consumption anomalies with dynamic adaptive encoder-decoder deep learning networks by Zhang, Limao, Guo, Jing, Lin, Penghui, Tiong, Robert L.K.

“…, or even potential hazards within the building systems. To address this problem, this study introduces an Asymmetric Hybrid Encoder-Decoder (AHED…”
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CoAtUNet: A symmetric encoder-decoder with hybrid transformers for semantic segmentation of breast ultrasound images by Zaidkilani, Nadeem, Garcia, Miguel Angel, Puig, Domenec

“…The CoAtNet hybrid deep model yields state-of-the-art performance in image analysis by integrating the strengths of convolutional neural networks (CNNs…”
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SEDN: A Spatiotemporal Encoder-Decoder Network for End-to-End Object Removal Forgery Detection in High-Resolution Videos by Xiong, Lizhi, Ding, Linsen, Cao, Mengqi, Xia, Zhihua, Shi, Yun-Qing

“… To solve the above issues, a spatiotemporal encoder−decoder network (SEDN) is proposed for end-to-end object removal forgery detection in HR videos…”
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Automatic Building Extraction From High-Resolution Aerial Imagery via Fully Convolutional Encoder-Decoder Network With Non-Local Block by Wang, Shengsheng, Hou, Xiaowei, Zhao, Xin

“…), which is composed of a well designed U-shape encoder-decoder structure and an improved non-local block named asymmetric pyramid non-local block (APNB…”
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MPR-GAN: A Novel Neural Rendering Framework for MLS Point Cloud with Deep Generative Learning by Xu, Qingyang, Guan, Xuefeng, Cao, Jun, Ma, Yanli, Wu, Huayi

“…; a CGAN-based rendering model is then proposed to generate a photorealistic scene…”
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