Popular GitHub Repositories for Image Synthesis

(?`?′?) A Survey on Text-to-Image Generation/Synthesis.

Photographic Image Synthesis with Cascaded Refinement Networks

Code for APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs (CVPR 2019 Oral)

An official implementation of MobileStyleGAN in PyTorch

MONAI Generative Models makes it easy to train, evaluate, and deploy generative models and related applications

[MSG-GAN] Any body can GAN! Highly stable and robust architecture. Requires little to no hyperparameter tuning. Pytorch Implementation

[ICCV 2023] A latent space for stochastic diffusion models

[CVPR 2022] StyleSwin: Transformer-based GAN for High-resolution Image Generation

PITI: Pretraining is All You Need for Image-to-Image Translation

The Implementation of paper "Controllable Person Image Synthesis with Attribute-Decomposed GAN" CVPR 2020 (Oral); Pose and Appearance Attributes Transfer;

ArtGAN + WikiArt: This work presents a series of new approaches to improve GAN for conditional image synthesis and we name the proposed model as “ArtGAN”.

MSGAN: Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis (CVPR2019)

Cross-domain Correspondence Learning for Exemplar-based Image Translation. (CVPR 2020 Oral)

CoCosNet v2: Full-Resolution Correspondence Learning for Image Translation

[NeurIPS'23] "MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing".

The official implementation of "Relay Diffusion: Unifying diffusion process across resolutions for image synthesis" [ICLR 2024 Spotlight]

[NeurIPS 2021] Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data

A collection of arbitrary text to image papers with code (constantly updating)

Tensorflow implementation of CVPR 2018 paper "Disentangled Person Image Generation"

Official PyTorch implementation of the paper Progressive Deblurring of Diffusion Models for Coarse-to-Fine Image Synthesis.