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 6170 of 124 papers

TitleStatusHype
Mutually improved endoscopic image synthesis and landmark detection in unpaired image-to-image translationCode0
Demystifying Inter-Class DisentanglementCode0
Log-Likelihood Ratio Minimizing Flows: Towards Robust and Quantifiable Neural Distribution AlignmentCode0
Unsupervised Video-to-Video TranslationCode0
MCMI: Multi-Cycle Image Translation with Mutual Information ConstraintsCode0
Wavelet-based Unsupervised Label-to-Image TranslationCode0
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial NetworksCode0
InstaGAN: Instance-aware Image-to-Image TranslationCode0
Unsupervised Attention-guided Image to Image TranslationCode0
Unsupervised Attention-guided Image-to-Image TranslationCode0
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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