A paper using optimal transport to solve the graph matching problem.

Last update: Jan 04, 2023

Overview

GOAT

A paper using optimal transport to solve the graph matching problem.

https://arxiv.org/abs/2111.05366

Repo structure

.github: Files specifying how the repo behaves on GitHub
data: Directory to store the raw data.
docs: Files to build the documentation website in the form of a Jupyter Book
pkg: A local Python package used for analysis in the Jupyter Notebooks

Building the book

Coming soon

Running the code

Coming soon

Credits

This project is created using the excellent open source Jupyter Book project and the executablebooks/cookiecutter-jupyter-book template.

Owner

neurodata

GitHub Repository http://docs.neurodata.io/goat/

The pure and clear PyTorch Distributed Training Framework.

The pure and clear PyTorch Distributed Training Framework. Introduction Requirements and Usage Dependency Dataset Basic Usage Slurm Cluster Usage Base

208 Dec 20, 2022

This repo uses a combination of logits and feature distillation method to teach the PSPNet model of ResNet18 backbone with the PSPNet model of ResNet50 backbone. All the models are trained and tested on the PASCAL-VOC2012 dataset.

PSPNet-logits and feature-distillation Introduction This repository is based on PSPNet and modified from semseg and Pixelwise_Knowledge_Distillation_P

6 Dec 01, 2022

Sentinel-1 vessel detection model used in the xView3 challenge

sar_vessel_detect Code for the AI2 Skylight team's submission in the xView3 competition (https://iuu.xview.us) for vessel detection in Sentinel-1 SAR

6 Sep 10, 2022

SiamMOT is a region-based Siamese Multi-Object Tracking network that detects and associates object instances simultaneously.

SiamMOT: Siamese Multi-Object Tracking

432 Dec 17, 2022

Open source hardware and software platform to build a small scale self driving car.

Donkeycar is minimalist and modular self driving library for Python. It is developed for hobbyists and students with a focus on allowing fast experimentation and easy community contributions.

2.4k Jan 04, 2023

A PyTorch version of You Only Look at One-level Feature object detector

PyTorch_YOLOF A PyTorch version of You Only Look at One-level Feature object detector. The input image must be resized to have their shorter side bein

25 Dec 30, 2022

The official code for PRIMER: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization

PRIMER The official code for PRIMER: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization. PRIMER is a pre-trained model for mu

111 Dec 18, 2022

CVPR 2021 Challenge on Super-Resolution Space

Learning the Super-Resolution Space Challenge NTIRE 2021 at CVPR Learning the Super-Resolution Space challenge is held as a part of the 6th edition of

104 Oct 26, 2022

ZeroGen: Efficient Zero-shot Learning via Dataset Generation

ZEROGEN This repository contains the code for our paper “ZeroGen: Efficient Zero

31 Dec 30, 2022

Code for the paper "Adversarially Regularized Autoencoders (ICML 2018)" by Zhao, Kim, Zhang, Rush and LeCun

ARAE Code for the paper "Adversarially Regularized Autoencoders (ICML 2018)" by Zhao, Kim, Zhang, Rush and LeCun https://arxiv.org/abs/1706.04223 Disc

399 Jan 02, 2023

Official PyTorch Implementation of Mask-aware IoU and maYOLACT Detector [BMVC2021]

The official implementation of Mask-aware IoU and maYOLACT detector. Our implementation is based on mmdetection. Mask-aware IoU for Anchor Assignment

46 Sep 29, 2022

Implementation of the method described in the Speech Resynthesis from Discrete Disentangled Self-Supervised Representations.

Speech Resynthesis from Discrete Disentangled Self-Supervised Representations Implementation of the method described in the Speech Resynthesis from Di

4 Mar 11, 2022

A paper using optimal transport to solve the graph matching problem.

Related tags

Overview

GOAT

Repo structure

Building the book

Running the code

Credits

Owner

neurodata

The pure and clear PyTorch Distributed Training Framework.

This repo uses a combination of logits and feature distillation method to teach the PSPNet model of ResNet18 backbone with the PSPNet model of ResNet50 backbone. All the models are trained and tested on the PASCAL-VOC2012 dataset.

Sentinel-1 vessel detection model used in the xView3 challenge

SiamMOT is a region-based Siamese Multi-Object Tracking network that detects and associates object instances simultaneously.

Open source hardware and software platform to build a small scale self driving car.

A PyTorch version of You Only Look at One-level Feature object detector

The official code for PRIMER: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization

CVPR 2021 Challenge on Super-Resolution Space

ZeroGen: Efficient Zero-shot Learning via Dataset Generation

Code for the paper "Adversarially Regularized Autoencoders (ICML 2018)" by Zhao, Kim, Zhang, Rush and LeCun

Official PyTorch Implementation of Mask-aware IoU and maYOLACT Detector [BMVC2021]

Implementation of the method described in the Speech Resynthesis from Discrete Disentangled Self-Supervised Representations.

Liver segmentation using MONAI and pytorch

Official PyTorch implementation of "Evolving Search Space for Neural Architecture Search"

Unified Instance and Knowledge Alignment Pretraining for Aspect-based Sentiment Analysis

The official implementation of "Rethink Dilated Convolution for Real-time Semantic Segmentation"

Code for "Adversarial Attack Generation Empowered by Min-Max Optimization", NeurIPS 2021

Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation (NeurIPS 2021)

Using contrastive learning and OpenAI's CLIP to find good embeddings for images with lossy transformations

MQBench: Towards Reproducible and Deployable Model Quantization Benchmark