PyTorch Implementation of CycleGAN and SSGAN for Domain Transfer (Minimal)

Last update: Dec 30, 2022

Overview

MNIST-to-SVHN and SVHN-to-MNIST

PyTorch Implementation of CycleGAN and Semi-Supervised GAN for Domain Transfer.

Prerequites

Usage

Clone the repository

$ git clone https://github.com/yunjey/mnist-svhn-transfer.git
$ cd mnist-svhn-transfer/

Download the dataset

$ chmod +x download.sh
$ ./download.sh

Train the model

1) CycleGAN

$ python main.py --use_labels=False --use_reconst_loss=True

2) SGAN

$ python main.py --use_labels=True --use_reconst_loss=False

Results

1) CycleGAN (should be re-uploaded)

From SVHN to MNIST	From MNIST to SVHN

2) SGAN

From SVHN to MNIST	From MNIST to SVHN

Owner

Yunjey Choi

GitHub Repository

Api for getting bin info and getting encrypted card details for adyen.

Bin Info And Adyen Cse Enc Python api for getting bin info and getting encrypted

8 Dec 30, 2022

This is a template for the Non-autoregressive Deep Learning-Based TTS model (in PyTorch).

Non-autoregressive Deep Learning-Based TTS Template This is a template for the Non-autoregressive TTS model. It contains Data Preprocessing Pipeline D

13 Dec 05, 2022

StyleGAN2-ADA - Official PyTorch implementation

Abstract: Training generative adversarial networks (GAN) using too little data typically leads to discriminator overfitting, causing training to diverge. We propose an adaptive discriminator augmenta

3.2k Dec 30, 2022

VR Viewport Pose Model for Quantifying and Exploiting Frame Correlations

This repository contains the introduction to the collected VRViewportPose dataset and the code for the IEEE INFOCOM 2022 paper: "VR Viewport Pose Model for Quantifying and Exploiting Frame Correlatio

0 Aug 10, 2022

Entity-Based Knowledge Conflicts in Question Answering.

Entity-Based Knowledge Conflicts in Question Answering Run Instructions | Paper | Citation | License This repository provides the Substitution Framewo

35 Oct 19, 2022

Code for the paper "Balancing Training for Multilingual Neural Machine Translation, ACL 2020"

Balancing Training for Multilingual Neural Machine Translation Implementation of the paper Balancing Training for Multilingual Neural Machine Translat

21 May 18, 2022

Selective Wavelet Attention Learning for Single Image Deraining

SWAL Code for Paper "Selective Wavelet Attention Learning for Single Image Deraining" Prerequisites Python 3 PyTorch Models We provide the models trai

9 Jun 17, 2022

VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning

VarCLR: Variable Representation Pre-training via Contrastive Learning New: Paper accepted by ICSE 2022. Preprint at arXiv! This repository contain

32 Oct 24, 2022

Implementation of Bidirectional Recurrent Independent Mechanisms (Learning to Combine Top-Down and Bottom-Up Signals in Recurrent Neural Networks with Attention over Modules)

BRIMs Bidirectional Recurrent Independent Mechanisms Implementation of the paper Learning to Combine Top-Down and Bottom-Up Signals in Recurrent Neura

26 May 26, 2022

Individual Tree Crown classification on WorldView-2 Images using Autoencoder -- Group 9 Weak learners - Final Project (Machine Learning 2020 Course)

Created by Olga Sutyrina, Sarah Elemili, Abduragim Shtanchaev and Artur Bille Individual Tree Crown classification on WorldView-2 Images using Autoenc

2 Dec 08, 2022

Code for the paper "Adversarial Generator-Encoder Networks"

This repository contains code for the paper "Adversarial Generator-Encoder Networks" (AAAI'18) by Dmitry Ulyanov, Andrea Vedaldi, Victor Lempitsky. Pr

279 Jun 26, 2022

This repository builds a basic vision transformer from scratch so that one beginner can understand the theory of vision transformer.

vision-transformer-from-scratch This repository includes several kinds of vision transformers from scratch so that one beginner can understand the the

1 Dec 24, 2021

Breaching - Breaching privacy in federated learning scenarios for vision and text

Breaching - A Framework for Attacks against Privacy in Federated Learning This P

139 Jan 03, 2023

Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation

Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation Paper Multi-Target Adversarial Frameworks for Domain Adaptation in

20 Jun 21, 2022

WORD: Revisiting Organs Segmentation in the Whole Abdominal Region

WORD: Revisiting Organs Segmentation in the Whole Abdominal Region (Paper and DataSet). [New] Note that all the emails about the download permission o

71 Dec 22, 2022

Pytorch implementation for the Temporal and Object Quantification Networks (TOQ-Nets).

TOQ-Nets-PyTorch-Release Pytorch implementation for the Temporal and Object Quantification Networks (TOQ-Nets). Temporal and Object Quantification Net

9 Jun 30, 2022

High performance Cross-platform Inference-engine, you could run Anakin on x86-cpu,arm, nv-gpu, amd-gpu,bitmain and cambricon devices.

Anakin2.0 Welcome to the Anakin GitHub. Anakin is a cross-platform, high-performance inference engine, which is originally developed by Baidu engineer

514 Dec 28, 2022

PyTorch Implementation of CycleGAN and SSGAN for Domain Transfer (Minimal)

Related tags

Overview

MNIST-to-SVHN and SVHN-to-MNIST

Prerequites

Usage

Clone the repository

Download the dataset

Train the model

1) CycleGAN

2) SGAN

Results

1) CycleGAN (should be re-uploaded)

2) SGAN

Owner

Yunjey Choi

Api for getting bin info and getting encrypted card details for adyen.

This is a template for the Non-autoregressive Deep Learning-Based TTS model (in PyTorch).

StyleGAN2-ADA - Official PyTorch implementation

VR Viewport Pose Model for Quantifying and Exploiting Frame Correlations

Entity-Based Knowledge Conflicts in Question Answering.

Code for the paper "Balancing Training for Multilingual Neural Machine Translation, ACL 2020"

Selective Wavelet Attention Learning for Single Image Deraining

VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning

Implementation of Bidirectional Recurrent Independent Mechanisms (Learning to Combine Top-Down and Bottom-Up Signals in Recurrent Neural Networks with Attention over Modules)

Individual Tree Crown classification on WorldView-2 Images using Autoencoder -- Group 9 Weak learners - Final Project (Machine Learning 2020 Course)

Code for the paper "Adversarial Generator-Encoder Networks"

This repository builds a basic vision transformer from scratch so that one beginner can understand the theory of vision transformer.

Breaching - Breaching privacy in federated learning scenarios for vision and text

Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation

WORD: Revisiting Organs Segmentation in the Whole Abdominal Region

Pytorch implementation for the Temporal and Object Quantification Networks (TOQ-Nets).

High performance Cross-platform Inference-engine, you could run Anakin on x86-cpu,arm, nv-gpu, amd-gpu,bitmain and cambricon devices.

Code for the CVPR2021 workshop paper "Noise Conditional Flow Model for Learning the Super-Resolution Space"

GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily

Self-Supervised Learning of Event-based Optical Flow with Spiking Neural Networks