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 2650 of 124 papers

TitleStatusHype
Breaking the Cycle - Colleagues Are All You NeedCode1
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
Feature Quantization Improves GAN TrainingCode1
Structural-analogy from a Single Image PairCode1
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
Multi-Platform Methane Plume Detection via Model and Domain Adaptation0
Adversarial Wear and Tear: Exploiting Natural Damage for Generating Physical-World Adversarial Examples0
Semantically Robust Unsupervised Image Translation for Paired Remote Sensing Images0
Unpaired Image-to-Image Translation with Content Preserving Perspective: A Review0
Enhanced Unsupervised Image-to-Image Translation Using Contrastive Learning and Histogram of Oriented Gradients0
Image-to-Image Translation Based on Deep Generative Modeling for Radiotherapy Synthetic Dataset Creation0
Dense Multitask Learning to Reconfigure Comics0
Variational Bayesian Framework for Advanced Image Generation with Domain-Related Variables0
Wavelet-based Unsupervised Label-to-Image TranslationCode0
Multi-cropping Contrastive Learning and Domain Consistency for Unsupervised Image-to-Image Translation0
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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