Search Results - Asymmetric encoder–decoder

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 the battery cycles between charging and discharging, the working conditions or improper operations such as overcharge and over discharge will aggravate the…”
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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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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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Deep learning based source reconstruction method using asymmetric encoder–decoder​ structure and physics-induced loss by Ng, Michael, Yao, He Ming

“…). The proposed DL-based SRM employs the deep convolutional asymmetric encoder–decoder structure (DCAEDS), which only demands one-time single-frequency far-field measurement…”
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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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Multiscale Underwater Image Enhancement in RGB and HSV Color Spaces by Liu, Chufan, Shu, Xin, Pan, Lei, Shi, Jinlong, Han, Bin

“… Second, the corrected multiscale images are fed into a deep learning-based asymmetric multiscale encoder-decoder architecture, which works in RGB and HSV color spaces to extract rich and varied…”
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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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LSRN-AED: lightweight super-resolution network based on asymmetric encoder–decoder by Huang, Shuying, Li, Wei, Yang, Yong, Wan, Weiguo, Lai, Houzeng

“… To tackle this problem, this paper proposes a lightweight super-resolution network based on asymmetric encoder–decoder (LSRN-AED…”
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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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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 layer depth of the decoder in the FCN is deeper than that of the encoder. The well-known KITTI dataset for various scenarios is used for the proposed FCN training and performance evaluation…”
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J-Net: Asymmetric Encoder-Decoder for Medical Semantic Segmentation by Shi, Yanli, Sheng, Pengpeng

“… In this paper, a multiscale asymmetric encoder-decoder semantic segmentation network is proposed…”
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SSRF-Net: A Stagewise Scheduled Rainfall Forecasting Network With an Asymmetric Architecture by Luo, Wenjie, Li, Chaorong, Ling, Xudong, Deng, Chuanhu, Wang, Zhuo

“… We design an asymmetric encoder-decoder (E-D) architecture featuring a differential selective encoder (DSE…”
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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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NAG-Net: Nested attention-guided learning for segmentation of carotid lumen-intima interface and media-adventitia interface by Huang, Qinghua, Zhao, Liangrun, Ren, Guanqing, Wang, Xiaoyi, Liu, Chunying, Wang, Wei

“…Cardiovascular diseases (CVD), as the leading cause of death in the world, poses a serious threat to human health. The segmentation of carotid Lumen-intima…”
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VSS-SpatioNet: a multi-scale feature fusion network for multimodal image integrations by Xiang, Zeyu

“…) module for efficient dependency modeling. The framework employs an asymmetric encoder-decoder with a multi-scale autoencoder and a novel VSS-Spatial (VS…”
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FS-MSFormer: Image Dehazing Based on Frequency Selection and Multi-Branch Efficient Transformer by Tang, Chunming, Wang, Yu

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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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Separate and Reconstruct: Asymmetric Encoder-Decoder for Speech Separation by Shin, Ui-Hyeop, Lee, Sangyoun, Kim, Taehan, Hyung-Min, Park

“… To achieve this, an asymmetric strategy is presented in which the encoder and decoder are partitioned to perform distinct processing in separation tasks…”
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