Self-supervised learning on Graph Representation Learning (node-level task)

Last update: Dec 31, 2021

Related tags

Deep Learning graph_SSL

Overview

graph_SSL

Self-supervised learning on Graph Representation Learning (node-level task)

How to run the code

To run GRACE, sh run_GRACE.sh
To run GCA, sh run_GCA.sh
To run BGRL, sh run_BGRL.sh

Experimental Results

You can check detailed experimental results in results folder.

name	WikiCS	Amazon Computers	Amazon Photo	Coauthor CS	Coauthor Physics
`GRACE`	78.41	86.44	90.02	92.63	OOM
`GCA`	78.42	88.06	89.85	92.77	OOM
`BGRL`	79.50	88.338	92.83	92.49	94.89

Implemented

Implemented paper list

name	Paper
`GRACE`	paper
`GCA`	paper
`BGRL`	paper

Codes borrowed from

name	Implementation Code	Paper
`GRACE`	Implementation	paper
`GCA`	Implementation	paper
`Bootstrap Your Own Latent`	Implementation	paper
`SelfGNN`	Implementation	paper

Owner

Namkyeong Lee

GitHub Repository

Progressive Coordinate Transforms for Monocular 3D Object Detection

Progressive Coordinate Transforms for Monocular 3D Object Detection This repository is the official implementation of PCT. Introduction In this paper,

58 Nov 06, 2022

Repository for self-supervised landmark discovery

self-supervised-landmarks Repository for self-supervised landmark discovery Requirements pytorch pynrrd (for 3d images) Usage The use of this models i

2 Apr 18, 2022

Keep CALM and Improve Visual Feature Attribution

Keep CALM and Improve Visual Feature Attribution Jae Myung Kim1*, Junsuk Choe1*, Zeynep Akata2, Seong Joon Oh1† * Equal contribution † Corresponding a

90 Dec 07, 2022

Python Fanduel API (2021) - Lineup Automation

Southpaw is a python package that provides access to the Fanduel API. Optimize your DFS experience by programmatically updating your lineups, analyzin

13 Jan 04, 2023

Pytorch code for "Text-Independent Speaker Verification Using 3D Convolutional Neural Networks".

:speaker: Deep Learning & 3D Convolutional Neural Networks for Speaker Verification

114 Dec 18, 2022

Solution to the first stage Quiz of Hamoye internship: Introduction to Python for Machine Learning

Author Ayanwoye, Gideon Ayandele - [email protected] SOLUTION TO HAMOYE STA

2 Feb 02, 2022

[NeurIPS 2021] Source code for the paper "Qu-ANTI-zation: Exploiting Neural Network Quantization for Achieving Adversarial Outcomes"

Qu-ANTI-zation This repository contains the code for reproducing the results of our paper: Qu-ANTI-zation: Exploiting Quantization Artifacts for Achie

8 Mar 26, 2022

Python periodic table module

elemenpy Hello! elements.py is a small Python periodic table module that is used for calling certain information about an element. Installation Instal

2 Dec 27, 2021

The Codebase for Causal Distillation for Language Models.

Causal Distillation for Language Models Zhengxuan Wu*,Atticus Geiger*, Josh Rozner, Elisa Kreiss, Hanson Lu, Thomas Icard, Christopher Potts, Noah D.

20 Dec 31, 2022

List some popular DeepFake models e.g. DeepFake, FaceSwap-MarekKowal, IPGAN, FaceShifter, FaceSwap-Nirkin, FSGAN, SimSwap, CihaNet, etc.

deepfake-models List some popular DeepFake models e.g. DeepFake, CihaNet, SimSwap, FaceSwap-MarekKowal, IPGAN, FaceShifter, FaceSwap-Nirkin, FSGAN, Si

100 Dec 17, 2022

Self-supervised learning on Graph Representation Learning (node-level task)

Related tags

Overview

graph_SSL

How to run the code

Experimental Results

Implemented

Codes borrowed from

Owner

Namkyeong Lee

Progressive Coordinate Transforms for Monocular 3D Object Detection

Repository for self-supervised landmark discovery

Keep CALM and Improve Visual Feature Attribution

Python Fanduel API (2021) - Lineup Automation

Pytorch code for "Text-Independent Speaker Verification Using 3D Convolutional Neural Networks".

Solution to the first stage Quiz of Hamoye internship: Introduction to Python for Machine Learning

[NeurIPS 2021] Source code for the paper "Qu-ANTI-zation: Exploiting Neural Network Quantization for Achieving Adversarial Outcomes"

Python periodic table module

The Codebase for Causal Distillation for Language Models.

List some popular DeepFake models e.g. DeepFake, FaceSwap-MarekKowal, IPGAN, FaceShifter, FaceSwap-Nirkin, FSGAN, SimSwap, CihaNet, etc.

Controlling Hill Climb Racing with Hand Tacking

Code for "Unsupervised Layered Image Decomposition into Object Prototypes" paper

Scientific Computation Methods in C and Python (Open for Hacktoberfest 2021)

This repository contains demos I made with the Transformers library by HuggingFace.

LogAvgExp - Pytorch Implementation of LogAvgExp

Stream images from a connected camera over MQTT, view using Streamlit, record to file and sqlite

Generalized hybrid model for mode-locked laser diodes with an extended passive cavity

An Artificial Intelligence trying to drive a car by itself on a user created map

This is my research project for the Irving Center for Cancer Dynamics/Azizi Lab, Columbia University.

Implementation of ICCV2021(Oral) paper - VMNet: Voxel-Mesh Network for Geodesic-aware 3D Semantic Segmentation