Code for the paper "PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks" (ICPR 2020)
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Updated
Jul 25, 2024 - Python
Code for the paper "PICK: Processing Key Information Extraction from Documents using Improved Graph Learning-Convolutional Networks" (ICPR 2020)
STAD-GCN: Spatial-Temporal Attention-based Dynamic Graph Convolutional Network for Retail Market Price Prediction, pytorch version (ESWA 2024)
Learning Self-prior for Mesh Denoising using Dual Graph Convolutional Networks [ECCV 2022]
Graph Neural Network based Social Recommendation Model. SIGIR2019.
The implementation, training and evaluation of a Structure Seer machine learning model designed for reconstruction of adjacency of a molecular graph from the labelling of its nodes.
The official project website of "3D Human Pose Lifting with Grid Convolution" (GridConv for short, oral in AAAI 2023)
Calculating the nearest weather sensor for each traffic sensor and then merging the weather sensors' temporal data with the traffic sensors'.
SpaGCN: Integrating gene expression, spatial location and histology to identify spatial domains and spatially variable genes by graph convolutional network
a novel transformer-based architecture named CSTTN for traffic prediction
Official Pytorch implementation of "Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose", ECCV 2020
CTGCN: k-core based Temporal Graph Convolutional Network for Dynamic Graphs (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9240056
[AAAI 2022] An official source code for paper Deep Graph Clustering via Dual Correlation Reduction.
Modeling the external convergence from photometric catalogs
Semantic Room Wireframe Detection from a single perspective image
A Tensorflow implementation of a higher order graph convolutional neural network
A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)
Code for my Master's thesis "Exploiting Spatial-Temporal Relationships for Occlusion-Robust 3D Human Pose Estimation" at TUM
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