Graph Convolutional Network for Image Restoration: A Survey by Tongtong Cheng, Tingting Bi, Wen Ji, Chunwei Tian

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Advanced 3D Face Reconstruction from Single 2D Images Using Enhanced Adversarial Neural Networks and Graph Neural Networks by Mohamed Fathallah, Sherif Eletriby, Maazen Alsabaan, Mohamed I. Ibrahem, Gamal Farok

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Paraphrase Identification with Lexical, Syntactic and Sentential Encodings by Sheng Xu, Xingfa Shen, Fumiyo Fukumoto, Jiyi Li, Yoshimi Suzuki, Hiromitsu Nishizaki

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Topology-Embedded Temporal Attention for Fine-Grained Skeleton-Based Action Recognition by Pengyuan Han, Zhongli Ma, Jiajia Liu

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Rotten strawberry classification based on EfficientNet V2 algorithm fused with GCN and CA-Transformer by WANG Wei, YANG Shizhong, GONG Yucheng, GAO Sheng, DENG Zhaopeng

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Heterogeneous Graph Convolutional Networks and Matrix Completion for miRNA-Disease Association Prediction by Rongxiang Zhu, Rongxiang Zhu, Chaojie Ji, Yingying Wang, Yingying Wang, Yunpeng Cai, Hongyan Wu

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Breast Cancer Survival Prediction Modeling Based on Genomic Data: An Improved Prognosis-Driven Deep Learning Approach by Amena Mahmoud, Musaed Alhussein, Khursheed Aurangzeb, Eiko Takaoka

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Deep Graph Convolutional Networks for Accurate Automatic Road Network Selection by Jing Zheng, Ziren Gao, Jingsong Ma, Jie Shen, Kang Zhang

Subjects: “…graph convolutional networks (GCNs)…”
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A Survey on the Use of Graph Convolutional Networks for Combating Fake News by Iraklis Varlamis, Dimitrios Michail, Foteini Glykou, Panagiotis Tsantilas

Subjects: “…graph convolutional networks (GCNs)…”
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Exploring Multi-Level Attention and Semantic Relationship for Remote Sensing Image Captioning by Zhenghang Yuan, Xuelong Li, Qi Wang

Subjects: “…graph convolutional networks (GCNs)…”
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A Novel Hybrid Attention-Driven Multistream Hierarchical Graph Embedding Network for Remote Sensing Object Detection by Shu Tian, Lin Cao, Lihong Kang, Xiangwei Xing, Jing Tian, Kangning Du, Ke Sun, Chunzhuo Fan, Yuzhe Fu, Ye Zhang

Subjects: “…graph convolutional networks (GCNs)…”
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Dual-Branch Fusion of Convolutional Neural Network and Graph Convolutional Network for PolSAR Image Classification by Ali Radman, Masoud Mahdianpari, Brian Brisco, Bahram Salehi, Fariba Mohammadimanesh

Subjects: “…graph convolutional networks (GCNs)…”
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SeGCN: A Semantic-Aware Graph Convolutional Network for UAV Geo-Localization by Xiangzeng Liu, Ziyao Wang, Yue Wu, Qiguang Miao

Subjects: “…graph convolutional networks (GCNs)…”
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Stress and Corrosion Defect Identification in Weak Magnetic Leakage Signals Using Multi-Graph Splitting and Fusion Graph Convolution Networks by Shaoxuan Zhang, Senxiang Lu, Xu Dong

Subjects: “…graph convolutional networks (GCNs)…”
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Graph Convolutional Networks-Based Super-Resolution Land Cover Mapping by Xining Zhang, Yong Ge, Feng Ling, Jin Chen, Yuehong Chen, Yuanxin Jia

Subjects: “…graph convolutional networks (GCNs)…”
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Multiscale Pixel-Level and Superpixel-Level Method for Hyperspectral Image Classification: Adaptive Attention and Parallel Multi-Hop Graph Convolution by Junru Yin, Xuan Liu, Ruixia Hou, Qiqiang Chen, Wei Huang, Aiguang Li, Peng Wang

Subjects: “…graph convolutional networks (GCNs)…”
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TTG-Text: A Graph-Based Text Representation Framework Enhanced by Typical Testors for Improved Classification by Carlos Sánchez-Antonio, José E. Valdez-Rodríguez, Hiram Calvo

Subjects: “…graph convolutional networks (GCNs)…”
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Link Prediction in Dynamic Social Networks Combining Entropy, Causality, and a Graph Convolutional Network Model by Xiaoli Huang, Jingyu Li, Yumiao Yuan

Subjects: “…graph convolutional networks (GCNs)…”
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HGT: A Hierarchical GCN-Based Transformer for Multimodal Periprosthetic Joint Infection Diagnosis Using Computed Tomography Images and Text by Ruiyang Li, Fujun Yang, Xianjie Liu, Hongwei Shi

Subjects: “…graph convolutional neural networks (GCNs)…”
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