/Domain-Translation-Papers

Collecting papers about domain translations.

Image-Domain-Translation-Papers

Collections of typical papers about image domain translation.

1.Paired Two Domains

Name Paper Code Publisher Year
Pix2Pix Image-to-Image Translation with Conditional Adversarial Networks torch,pytorch CVPR 2017
Pix2PixHD High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs pytorch CVPR 2018

2.Unpaired Two Domains

Name Paper Code Publisher Year
CycleGAN Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks torch,pytorch CVPR 2018
UAG Unsupervised Attention-guided Image-to-Image Translation tensorflow,pytorch NIPS 2018

3.Unpaired Multi-domain:

Name Paper Code Publisher Year
StarGAN StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation pytorch CVPR 2018
GANimation GANimation: Anatomically-aware Facial Animation from a Single Image pytorch ECCV 2018
FUNIT Few-Shot Unsupervised Image-to-Image Translation pytorch ICCV 2019
UGAN UGAN: Untraceable GAN for Multi-Domain Face Translation - arXiv 2019

4.Multiple modals

4.1.Paired Multi-modal:

Name Paper Code Publisher Year
BiCycleGAN Toward Multimodal Image-to-Image Translation pytorch NIPS 2017

4.2.Unpaired Multi-modal:

Name Paper Code Publisher Year
MUNIT Multimodal Unsupervised Image-to-Image Translation pytorch ECCV 2018
CDD Image-to-image translation for cross-domain disentanglement tensorflow NIPS 2018
Augmented CycleGAN Augmented CycleGAN: Learning Many-to-Many Mappings from Unpaired Data pytorch ICML 2018
SMIT SMIT: Stochastic Multi-Label Image-to-Image Translation - ICCV Workshop 2018
DRIT Diverse Image-to-Image Translation via Disentangled Representations pytorch ECCV 2018
DRIT++ DRIT++: Diverse Image-to-Image Translation via Disentangled Representations pytorch arXiv 2019
HLSI Homomorphic Latent Space Interpolation for Unpaired Image-to-image Translation - CVPR 2019
ReDO Unsupervised Object Segmentation by Redrawing pytorch NIPS 2019
StarGAN v2 StarGAN v2: Diverse Image Synthesis for Multiple Domains pytorch CVPR 2020
GMM-UNIT GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture Modeling - arXiv 2020
RG-UNIT Retrieval Guided Unsupervised Multi-domain Image to Image Translation pytorch ACM MM 2020
TUNIT Rethinking the Truly Unsupervised Image-to-Image Translation pytorch arXiv 2020
Smoothing Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation pytorch CVPR 2021

5.StyleGAN-based

Name Paper Code Publisher Year
Image2StyleGAN Image2StyleGAN: How to Embed Images Into the StyleGAN Latent Space? - ICCV 2019
StyleGAN2 StyleGAN2 Distillation for Feed-forward Image Manipulation code arXiv 2020
InterFaceGAN InterFaceGAN: Interpreting the Disentangled Face Representation Learned by GANs pytorch TPAMI & CVPR 2020
StyleRig (3D) StyleRig: Rigging StyleGAN for 3D Control over Portrait Images - CVPR 2020
PSP Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation pytorch arXiv 2020
ALAE Adversarial Latent Autoencoders pytorch CVPR 2020
StyleClip StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery pytorch arXiv 2021
StyleFlow StyleFlow: Attribute-conditioned Exploration of StyleGAN-Generated Images using Conditional pytorch SIGGRAPH 2021
PULSE PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models pytorch CVPR 2020
GLEAN GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution pytorch CVPR 2021

6.Others

Name Paper Code Publisher Year
STROTSS Style Transfer by Relaxed Optimal Transport and Self-Similarity pytorch CVPR 2019
SPADE Semantic Image Synthesis with Spatially-Adaptive Normalization pytorch CVPR 2019