SOTAVerified

Unsupervised Image-To-Image Translation

Unsupervised image-to-image translation is the task of doing image-to-image translation without ground truth image-to-image pairings.

( Image credit: Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks )

Papers

Showing 5175 of 124 papers

TitleStatusHype
Unsupervised Image-to-Image Translation via Pre-trained StyleGAN2 NetworkCode1
GAIT: Gradient Adjusted Unsupervised Image-to-Image Translation0
Unsupervised MRI Reconstruction with Generative Adversarial NetworksCode1
Crossing-Domain Generative Adversarial Networks for Unsupervised Multi-Domain Image-to-Image Translation0
Describe What to Change: A Text-guided Unsupervised Image-to-Image Translation ApproachCode1
Toward Zero-Shot Unsupervised Image-to-Image TranslationCode1
The Surprising Effectiveness of Linear Unsupervised Image-to-Image TranslationCode1
COCO-FUNIT: Few-Shot Unsupervised Image Translation with a Content Conditioned Style EncoderCode2
Improving Style-Content Disentanglement in Image-to-Image Translation0
MCMI: Multi-Cycle Image Translation with Mutual Information ConstraintsCode0
Image-to-image Mapping with Many Domains by Sparse Attribute Transfer0
Rethinking the Truly Unsupervised Image-to-Image TranslationCode1
Breaking the Cycle - Colleagues Are All You NeedCode1
DUNIT: Detection-Based Unsupervised Image-to-Image TranslationCode1
Medical Image Generation using Generative Adversarial Networks0
StereoGAN: Bridging Synthetic-to-Real Domain Gap by Joint Optimization of Domain Translation and Stereo MatchingCode1
TuiGAN: Learning Versatile Image-to-Image Translation with Two Unpaired ImagesCode1
Structural-analogy from a Single Image PairCode1
Feature Quantization Improves GAN TrainingCode1
Log-Likelihood Ratio Minimizing Flows: Towards Robust and Quantifiable Neural Distribution AlignmentCode0
Lifespan Age Transformation SynthesisCode1
High-Resolution Daytime Translation Without Domain LabelsCode0
GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture ModelingCode0
Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image TranslationCode1
GANHopper: Multi-Hop GAN for Unsupervised Image-to-Image TranslationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CyCADA pixel+featClassification Accuracy90.4Unverified
2DTNClassification Accuracy84.4Unverified
3ADDAClassification Accuracy76Unverified
4DANNClassification Accuracy73.6Unverified
#ModelMetricClaimedVerifiedStatus
1In2IPSNR21.65Unverified
2cycGANPSNR18.57Unverified
3UNITPSNR9.42Unverified