Výsledky vyhľadávania - Asymmetric encoder–decoder

An asymmetric encoder–decoder model for Zn-ion battery lifetime prediction Autor 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…”
Získať plný text

Unsupervised anomaly detection in hourly water demand data using an asymmetric encoder–decoder model Autor Yan, Jieru, Tao, Tao

“… To fill the gap, we propose an unsupervised anomaly detection method based on an asymmetric encoder–decoder (asyED) model…”
Získať plný text

Wave based damage detection in solid structures using spatially asymmetric encoder–decoder network Autor 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…”
Získať plný text

A novel Dual-Branch Asymmetric Encoder–Decoder Segmentation Network for accurate colonic crypt segmentation Autor Zhou, Jingjun, Xiong, Hong, Liu, Qian

“… To mitigate this problem, we proposed the Dual-Branch Asymmetric Encoder–Decoder Segmentation Network (DAUNet…”
Získať plný text

Deep learning based source reconstruction method using asymmetric encoder–decoder​ structure and physics-induced loss Autor 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…”
Získať plný text

AWED: Asymmetric Wavelet Encoder-Decoder Framework for Simultaneous Gas Distribution Mapping and Gas Source Localization Autor 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…”
Získať plný text

Multiscale Underwater Image Enhancement in RGB and HSV Color Spaces Autor 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…”
Získať plný text

Ghost-UNet: An Asymmetric Encoder-Decoder Architecture for Semantic Segmentation From Scratch Autor 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…”
Získať plný text

LSRN-AED: lightweight super-resolution network based on asymmetric encoder–decoder Autor 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…”
Získať plný text

LAENet: Light-weight asymmetric encoder-decoder network for semantic segmentation Autor 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…”
Získať plný text

Pavement crack detection through a deep-learned asymmetric encoder-decoder convolutional neural network Autor 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…”
Získať plný text

Asymmetric Encoder-Decoder Structured FCN Based LiDAR to Color Image Generation Autor 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…”
Získať plný text

J-Net: Asymmetric Encoder-Decoder for Medical Semantic Segmentation Autor Shi, Yanli, Sheng, Pengpeng

“… In this paper, a multiscale asymmetric encoder-decoder semantic segmentation network is proposed…”
Získať plný text

SSRF-Net: A Stagewise Scheduled Rainfall Forecasting Network With an Asymmetric Architecture Autor 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…”
Získať plný text

Dynamic adaptive encoder-decoder deep learning networks for multivariate time series forecasting of building energy consumption Autor 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…”
Získať plný text

NAG-Net: Nested attention-guided learning for segmentation of carotid lumen-intima interface and media-adventitia interface Autor 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…”
Získať plný text

VSS-SpatioNet: a multi-scale feature fusion network for multimodal image integrations Autor 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…”
Získať plný text

FS-MSFormer: Image Dehazing Based on Frequency Selection and Multi-Branch Efficient Transformer Autor Tang, Chunming, Wang, Yu

Získať plný text

LSCMNet: A Lightweight Segmentation Network Based on Co-Occurring Matrix for Seismic Image Autor 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…”
Získať plný text

Separate and Reconstruct: Asymmetric Encoder-Decoder for Speech Separation Autor 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…”
Získať plný text