Image-to-Image papers
A collection of image-to-image papers.
Papers are ordered in arXiv first version submitting time (if applicable).
Feel free to send a PR or issue.
TOC
Supervised
Note |
Model |
Paper |
Conference |
paper link |
code link |
|
pix2pix |
Image-to-Image Translation with Conditional Adversarial Networks |
CVPR 2017 |
1611.07004 |
junyanz/pytorch-CycleGAN-and-pix2pix |
texture guided |
TextureGAN |
TextureGAN: Controlling Deep Image Synthesis with Texture Patches |
CVPR 2018 |
1706.02823 |
janesjanes/Pytorch-TextureGAN |
|
Contextual GAN |
Image Generation from Sketch Constraint Using Contextual GAN |
ECCV 2018 |
1711.08972 |
|
|
pix2pix-HD |
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs |
CVPR 2018 |
1711.11585 |
NVIDIA/pix2pixHD |
one-to-many |
BicycleGAN |
Toward Multimodal Image-to-Image Translation |
NIPS 2017 |
1711.11586 |
junyanz/BicycleGAN |
keypoint guided |
G2-GAN |
Geometry Guided Adversarial Facial Expression Synthesis |
MM 2018 |
1712.03474 |
|
|
contour2im |
Smart, Sparse Contours to Represent and Edit Images |
CVPR 2018 |
1712.08232 |
website |
disentangle |
Cross-domain disentanglement networks |
Image-to-image translation for cross-domain disentanglement |
NIPS 2018 |
1805.09730 |
|
video |
vid2vid |
Video-to-Video Synthesis |
NIPS 2018 |
1808.06601 |
NVIDIA/vid2vid |
video |
pix2pix-HD + Temporal Smoothing + faceGAN |
Everybody Dance Now |
ECCVW 2018 |
1808.07371 |
website |
Unsupervised
Unsupervised - General
Unsupervised - Attention or Mask guided
Note |
Model |
Paper |
Conference |
paper link |
code link |
mask |
ContrastGAN |
Generative Semantic Manipulation with Mask-Contrasting GAN |
ECCV 2018 |
1708.00315 |
|
attention |
DA-GAN |
DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks |
CVPR 2018 |
1802.06454 |
|
mask / attention |
Attention-GAN |
Attention-GAN for Object Transfiguration in Wild Images |
ECCV 2018 |
1803.06798 |
|
attention |
Attention guided GAN |
Unsupervised Attention-guided Image to Image Translation |
NIPS 2018 |
1806.02311 |
AlamiMejjati/Unsupervised-Attention-guided-Image-to-Image-Translation |
attention, one-sided |
|
Show, Attend and Translate: Unsupervised Image Translation with Self-Regularization and Attention |
|
1806.06195 |
|
instance aware |
InstaGAN |
Instance-aware image-to-image translation |
ICLR 2019 (in review) |
openreview |
|
Unsupervised - Many-to-many (Attributes)
Unsupervised - Disentangled (and/or Exemplar guided)
Note |
Model |
Paper |
Conference |
paper link |
code link |
|
XGAN |
XGAN: Unsupervised Image-to-Image Translation for Many-to-Many Mappings |
ICML 2018 |
1711.05139 |
dataset |
|
ELEGANT |
ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes |
ECCV 2018 |
1803.10562 |
Prinsphield/ELEGANT |
|
MUNIT |
Multimodal Unsupervised Image-to-Image Translation |
ECCV 2018 |
1804.04732 |
NVlabs/MUNIT |
|
cd-GAN (Conditional DualGAN) |
Conditional Image-to-Image Translation |
CVPR 2018 |
1805.00251 |
|
|
EG-UNIT |
Exemplar Guided Unsupervised Image-to-Image Translation |
|
1805.11145 |
|
|
PairedCycleGAN |
PairedCycleGAN: Asymmetric Style Transfer for Applying and Removing Makeup |
CVPR 2018 |
thecvf |
|
|
DRIT |
Diverse Image-to-Image Translation via Disentangled Representations |
ECCV 2018 |
1808.00948 |
HsinYingLee/DRIT |
|
UFDN |
A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation |
NIPS 2018 |
1809.01361 |
Alexander-H-Liu/UFDN |
non-disentangle, face makeup guided |
BeautyGAN |
BeautyGAN: Instance-level Facial Makeup Transfer with Deep Generative Adversarial Network |
MM 2018 |
author |
|
|
Style-based generator |
A Style-Based Generator Architecture for Generative Adversarial Networks |
|
1812.04948 |
website |