yhlleo / 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