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Shengyu Pei's Projects

gat icon gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

gat-for-ppi icon gat-for-ppi

The code of Graph Attention Networks for Cora, Citeseer, Pubmed and PPI

gcn icon gcn

Implementation of Graph Convolutional Networks in TensorFlow

generalization-causality icon generalization-causality

关于domain generalization,domain adaptation,causality,robutness,prompt,optimization,generative model各式各样研究的阅读笔记

gmnn icon gmnn

Graph Markov Neural Networks

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

graph-attention-nets icon graph-attention-nets

Implementation of MoNet (mixture model CNN) and GAT (Graph Attention Network) tested on MNIST and Cora datasets using Tensorflow 2.0.

graphneuralnetwork icon graphneuralnetwork

Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.

graphsage icon graphsage

Representation learning on large graphs using stochastic graph convolutions.

graphsage-pytorch icon graphsage-pytorch

A PyTorch implementation of GraphSAGE. This package contains a PyTorch implementation of GraphSAGE.

grl icon grl

Watching You: Global-guided Reciprocal Learning for Video-based Person Re-identification

group_reid icon group_reid

Learning Multi-Attention Context Graph for Group-Based Re-Identification

h-gcn icon h-gcn

Source code and datasets for the paper "Hierarchical Graph Convolutional Networks for Semi-supervised Node Classification" (IJCAI-19)

horeid icon horeid

[CVPR2020] High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification

ignite icon ignite

High-level library to help with training neural networks in PyTorch

iics icon iics

Implementation "Intra-Inter Camera Similarity for Unsupervised Person Re-Identification" in pytorch (CVPR2021)

involution icon involution

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

jinfagang_yolov7 icon jinfagang_yolov7

🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

knowledge_evolution icon knowledge_evolution

(CVPR-Oral 2021) PyTorch implementation of Knowledge Evolution approach and Split-Nets

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