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 3140 of 124 papers

TitleStatusHype
Lifespan Age Transformation SynthesisCode1
Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image TranslationCode1
GANHopper: Multi-Hop GAN for Unsupervised Image-to-Image TranslationCode1
Breaking the cycle -- Colleagues are all you needCode1
U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image TranslationCode1
Few-Shot Unsupervised Image-to-Image TranslationCode1
Multimodal Unsupervised Image-to-Image TranslationCode1
Unsupervised Image-to-Image Translation NetworksCode1
Adversarial Discriminative Domain AdaptationCode1
Unsupervised Domain Adaptation by BackpropagationCode1
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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