GCN

Public Safety

The last few weeks in Minneapolis have been completely chaotic. Federal agents were deployed to the city to take charge ...
IEEE

GCN-BERT and Memory Network Based Multi-Label Classification for Event Text of the Chinese Government Hotline

Abstract: In order to automatically generate multiple labels for the event text of the Chinese government hotline, this paper propose a multi-label classification framework based on graph ...
IEEE

DSR-GCN: Differentiated-Scale Restricted Graph Convolutional Network for Few-Shot Hyperspectral Image Classification

Abstract: Graph convolutional networks (GCNs) have shown great potential for few-shot hyperspectral image (HSI) classification. Mainstream GCNs construct graphs according to single-scale segmentation, ...
GitHub

GCN-Denoiser: Mesh Denoising with Graph Convolutional Networks

Qt and Pytorch implementation for our paper "GCN-Denoiser: Mesh Denoising with Graph Convolutional Networks" (ACM Transactions on Graphics 2022) We propose GCN-Denoiser, a novel feature-preserving ...
GitHub

Emotion-GCN: Exploiting Emotional Dependencies with Graph Convolutional Networks for Facial Expression Recognition

This repository hosts the official PyTorch implementation of our paper "Exploiting Emotional Dependencies with Graph Convolutional Networks for Facial Expression Recognition" accepted at IEEE FG 2021.