Library/improved-gan
Library/improved-ganForked

openai/improved-gan

improved-gan

Code for the paper "Improved Techniques for Training GANs"

Builder

OpenAI

OpenAI

openai • ai-lab

Stars

2,336

Using upstream star count

Forks

621

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Jun 8, 2016

Project creation date

README Summary

This repository contains the implementation code for the paper 'Improved Techniques for Training GANs' which introduces several techniques to stabilize GAN training and improve generated sample quality. The code provides implementations of feature matching, minibatch discrimination, historical averaging, one-sided label smoothing, and virtual batch normalization techniques.

AI Dev Skills

Unmapped

Generative Adversarial NetworksDeep Generative ModelsAdversarial TrainingNeural Network OptimizationUnsupervised LearningComputer VisionDeep Learning Architecture Design

Tags

Generative Adversarial NetworksDeep Generative ModelsAdversarial TrainingNeural Network OptimizationUnsupervised LearningComputer VisionDeep Learning Architecture DesignSelf-hostedFoundation ModelsGenerative AIResearch EnvironmentsImage-to-Image TranslationArt & Creative IndustriesMedia & EntertainmentImageSynthetic Dataset CreationCloud ComputingGamingFashion & DesignHigh-quality Image GenerationStyle TransferData AugmentationPython

Taxonomy

Recent Activity

Updated 7 years ago

7 Days

0

30 Days

0

90 Days

0

Quality

research
Quality
medium
Maturity
research

Categories

Model TrainingPrimaryGenerative MediaNLP & TextLearning ResourcesSafety & AlignmentSearch & KnowledgeOther AI / MLComputer Vision

PM Skills

Product Discovery

Languages

Python100.0%

Timeline

Project created
Jun 8, 2016
Forked
Mar 14, 2026
Your last push
7 years ago
Upstream last push
7 years ago
Tracked since
Nov 21, 2018

Similar Repos

pgvector cosine similarity · $0

Loading…