Automated hair removal in dermoscopy images using shallow and deep learning neural architectures by Konstantinos Delibasis, Konstantinos Moutselos, Eleftheria Vorgiazidou, Ilias Maglogiannis

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A Robust Light-Weight Fused-Feature Encoder-Decoder Model for Monocular Facial Depth Estimation From Single Images Trained on Synthetic Data by Faisal Khan, Waseem Shariff, Muhammad Ali Farooq, Shubhajit Basak, Peter Corcoran

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A Domain-Specific Generative Chatbot Trained from Little Data by Jurgita Kapočiūtė-Dzikienė

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Autosegmentation of Prostate Zones and Cancer Regions from Biparametric Magnetic Resonance Images by Using Deep-Learning-Based Neural Networks by Chih-Ching Lai, Hsin-Kai Wang, Fu-Nien Wang, Yu-Ching Peng, Tzu-Ping Lin, Hsu-Hsia Peng, Shu-Huei Shen

Subjects: “…encoder–decoder architecture…”
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PMED-Net: Pyramid Based Multi-Scale Encoder-Decoder Network for Medical Image Segmentation by Abbas Khan, Hyongsuk Kim, Leon Chua

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CostNet: A Concise Overpass Spatiotemporal Network for Predictive Learning by Fengzhen Sun, Shaojie Li, Shaohua Wang, Qingjun Liu, Lixin Zhou

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CGFTNet: Content-Guided Frequency Domain Transform Network for Face Super-Resolution by Yeerlan Yekeben, Shuli Cheng, Anyu Du

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Deep Learning-Based Feature Silencing for Accurate Concrete Crack Detection by Umme Hafsa Billah, Hung Manh La, Alireza Tavakkoli

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Coarse-to-Fine Satellite Images Change Detection Framework via Boundary-Aware Attentive Network by Yi Zhang, Shizhou Zhang, Ying Li, Yanning Zhang

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Human Trajectory Imputation Model: A Hybrid Deep Learning Approach for Pedestrian Trajectory Imputation by Deb Kanti Barua, Mithun Halder, Shayanta Shopnil, Md. Motaharul Islam

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MPOCSR: optical chemical structure recognition based on multi-path Vision Transformer by Fan Lin, Jianhua Li

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An image caption model based on attention mechanism and deep reinforcement learning by Tong Bai, Sen Zhou, Yu Pang, Jiasai Luo, Huiqian Wang, Ya Du

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Research on prediction of nanocrystalline alloy hysteresis properties based on long short-term memory network by Hailin Li, Bo Zhang, Yongpeng Shen, Lei Zhang, Kun Liu

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An Improved VGG-19 Network Induced Enhanced Feature Pooling for Precise Moving Object Detection in Complex Video Scenes by Prabodh Kumar Sahoo, Manoj Kumar Panda, Upasana Panigrahi, Ganapati Panda, Prince Jain, Md. Shabiul Islam, Mohammad Tariqul Islam

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Transfer learning approach based on satellite image time series for the crop classification problem by Ognjen Antonijević, Slobodan Jelić, Branislav Bajat, Milan Kilibarda

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Analysis of the effectiveness of two different loss functions in training a neural network in lung image reconstruction using impedance tomography by Malgorzata Lalak-Dybała, Barbara Stefaniak, Paweł Olszewski

Subjects: “…neural network with encoder-decoder architecture…”
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DAM: Hierarchical Adaptive Feature Selection Using Convolution Encoder Decoder Network for Strawberry Segmentation by Talha Ilyas, Muhammad Umraiz, Abbas Khan, Hyongsuk Kim, Hyongsuk Kim

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C-LIENet: A Multi-Context Low-Light Image Enhancement Network by Praveen Ravirathinam, Divyam Goel, J. Jennifer Ranjani

Subjects: “…Encoder-decoder architecture…”
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Deep Learning for Flash Drought Detection: A Case Study in Northeastern Brazil by Humberto A. Barbosa, Catarina O. Buriti, T. V. Lakshmi Kumar

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Convolutional Edge Constraint-Based U-Net for Salient Object Detection by Le Han, Xuelong Li, Yongsheng Dong

Subjects: “…Encoder-decoder architecture…”
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