Wangxingzhi

pytorch_geometric

Graph Neural Network Library for PyTorch

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imgaug

Image augmentation for machine learning experiments.

pyGAT

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

Awesome-Learning-with-Label-Noise

A curated list of resources for Learning with Noisy Labels

benchmarking-gnns

Repository for benchmarking graph neural networks

python_speech_features

This library provides common speech features for ASR including MFCCs and filterbank energies.

byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

st-gcn

Spatial Temporal Graph Convolutional Networks (ST-GCN) for Skeleton-Based Action Recognition in PyTorch

ML-GCN

PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.

DeepRobust

A pytorch adversarial library for attack and defense methods on images and graphs

video-classification

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

graph-based-nn

Graph Convolutional Networks (GCNs)

SimSiam

A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'

awesome-data-augmentation

This is a list of awesome methods about data augmentation.

ml-mobileone

This repository contains the official implementation of the research paper, "An Improved One millisecond Mobile Backbone".

RepViT

RepViT: Revisiting Mobile CNN From ViT Perspective [CVPR 2024] and RepViT-SAM: Towards Real-Time Segmenting Anything

info-nce-pytorch

PyTorch implementation of the InfoNCE loss for self-supervised learning.

Contrastive_Learning_Papers

A list of contrastive Learning papers

DeepCCA

An implementation of Deep Canonical Correlation Analysis (DCCA or Deep CCA) with pytorch.

Pro-GNN

Implementation of the KDD 2020 paper "Graph Structure Learning for Robust Graph Neural Networks"

st-gcn-pytorch

Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition

CNN_Enhanced_GCN

Q. Liu, L. Xiao, J. Yang and Z. Wei, "CNN-Enhanced Graph Convolutional Network With Pixel- and Superpixel-Level Feature Fusion for Hyperspectral Image Classification," in IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2020.3037361.

AIR-Act2Act

spixel-gat

Companion code of "Superpixel Image Classification with GraphAttention Networks"

Bi-GCN

Implementation of "Binary Graph Convolutional Network", CVPR 2021, and TPAMI 2024.

MobileViTv3-PyTorch

This repository helps get the MobileViTv3 model into PyTorch.

SimSiam

"Exploring Simple Siamese Representation Learning" PyTorch implementation

PERR

A new task named Pairwise Emotional Relationship Recognition

A-Self-fusion-Network-Based-on-Contrastive-Learning-for-Group-Emotion-Recognition

Paper Code