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 101124 of 124 papers

TitleStatusHype
GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture ModelingCode0
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial NetworksCode0
Unsupervised Video-to-Video TranslationCode0
One-Sided Unsupervised Domain MappingCode0
Unsupervised Attention-guided Image to Image TranslationCode0
Domain-knowledge Inspired Pseudo Supervision (DIPS) for Unsupervised Image-to-Image Translation Models to Support Cross-Domain ClassificationCode0
Refacing: reconstructing anonymized facial features using GANsCode0
One-Shot Unsupervised Cross Domain TranslationCode0
Mutually improved endoscopic image synthesis and landmark detection in unpaired image-to-image translationCode0
Unsupervised Attention-guided Image-to-Image TranslationCode0
Estimating the Success of Unsupervised Image to Image TranslationCode0
CyCADA: Cycle-Consistent Adversarial Domain AdaptationCode0
Attention-Guided Generative Adversarial Networks for Unsupervised Image-to-Image TranslationCode0
Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to NightCode0
Separating Content and Style for Unsupervised Image-to-Image TranslationCode0
MCMI: Multi-Cycle Image Translation with Mutual Information ConstraintsCode0
Adversarial Self-Defense for Cycle-Consistent GANsCode0
XGAN: Unsupervised Image-to-Image Translation for Many-to-Many MappingsCode0
Log-Likelihood Ratio Minimizing Flows: Towards Robust and Quantifiable Neural Distribution AlignmentCode0
LiDAR Sensor modeling and Data augmentation with GANs for Autonomous drivingCode0
Augmenting Ego-Vehicle for Traffic Near-Miss and Accident Classification Dataset using Manipulating Conditional Style TranslationCode0
Wavelet-based Unsupervised Label-to-Image TranslationCode0
Learning Unsupervised Cross-domain Image-to-Image Translation Using a Shared DiscriminatorCode0
Demystifying Inter-Class DisentanglementCode0
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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