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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–100 of 124 papers

TitleStatusHype
Domain-knowledge Inspired Pseudo Supervision (DIPS) for Unsupervised Image-to-Image Translation Models to Support Cross-Domain ClassificationCode0
Standardized CycleGAN training for unsupervised stain adaptation in invasive carcinoma classification for breast histopathology—0
Self-FuseNet: Data Free Unsupervised Remote Sensing Image Super-Resolution—0
Augmenting Ego-Vehicle for Traffic Near-Miss and Accident Classification Dataset using Manipulating Conditional Style TranslationCode0
A Framework for Generalizing Critical Heat Flux Detection Models Using Unsupervised Image-to-Image Translation—0
Multi-domain Unsupervised Image-to-Image Translation with Appearance Adaptive Convolution—0
Self-Supervised Dense Consistency Regularization for Image-to-Image Translation—0
Leveraging in-domain supervision for unsupervised image-to-image translation tasks via multi-stream generators—0
Unsupervised Image to Image Translation for Multiple Retinal Pathology Synthesis in Optical Coherence Tomography Scans—0
Disentangled Unsupervised Image Translation via Restricted Information Flow—0
Separating Content and Style for Unsupervised Image-to-Image TranslationCode0
Federated Contrastive Learning for Privacy-Preserving Unpaired Image-to-Image Translation—0
Mutually improved endoscopic image synthesis and landmark detection in unpaired image-to-image translationCode0
Mutual-GAN: Towards Unsupervised Cross-Weather Adaptation with Mutual Information Constraint—0
Federated CycleGAN for Privacy-Preserving Image-to-Image Translation—0
Smoothing the Disentangled Latent Style Space for Unsupervised Image-to-Image Translation—0
Few-Shot Unsupervised Image-to-Image Translation on complex scenes—0
Contrastive Learning for Unsupervised Image-to-Image Translation—0
Memory-guided Unsupervised Image-to-image Translation—0
Learning Cycle-Consistent Cooperative Networks via Alternating MCMC Teaching for Unsupervised Cross-Domain Translation—0
Learning Unsupervised Cross-domain Image-to-Image Translation Using a Shared DiscriminatorCode0
Six-channel Image Representation for Cross-domain Object Detection—0
Minimal Geometry-Distortion Constraint for Unsupervised Image-to-Image Translation—0
Learning Energy-Based Generative Models via Coarse-to-Fine Expanding and Sampling—0
GAIT: Gradient Adjusted Unsupervised Image-to-Image Translation—0
Crossing-Domain Generative Adversarial Networks for Unsupervised Multi-Domain Image-to-Image Translation—0
Improving Style-Content Disentanglement in Image-to-Image Translation—0
MCMI: Multi-Cycle Image Translation with Mutual Information ConstraintsCode0
Image-to-image Mapping with Many Domains by Sparse Attribute Transfer—0
Medical Image Generation using Generative Adversarial Networks—0
Log-Likelihood Ratio Minimizing Flows: Towards Robust and Quantifiable Neural Distribution AlignmentCode0
High-Resolution Daytime Translation Without Domain LabelsCode0
GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture ModelingCode0
On the Role of Receptive Field in Unsupervised Sim-to-Real Image Translation—0
Unsupervised Many-to-Many Image-to-Image Translation Across Multiple Domains—0
Closing the Reality Gap with Unsupervised Sim-to-Real Image Translation—0
Mocycle-GAN: Unpaired Video-to-Video Translation—0
Adversarial Self-Defense for Cycle-Consistent GANsCode0
Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to NightCode0
Demystifying Inter-Class DisentanglementCode0
Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection—0
LiDAR Sensor modeling and Data augmentation with GANs for Autonomous drivingCode0
Joint haze image synthesis and dehazing with mmd-vae losses—0
Unsupervised one-to-many image translation—0
Instance-aware Image-to-Image TranslationCode0
TransGaGa: Geometry-Aware Unsupervised Image-to-Image Translation—0
Semantics-Aware Image to Image Translation and Domain Transfer—0
Attention-Guided Generative Adversarial Networks for Unsupervised Image-to-Image TranslationCode0
Unsupervised Image-to-Image Translation with Self-Attention NetworksCode0
Semi-Supervised Image-to-Image Translation—0
Show:102550
← PrevPage 2 of 3Next →
All datasetsSVNH-to-MNISTFreiburg Forest Dataset

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CyCADA pixel+featClassification Accuracy90.4—Unverified
2DTNClassification Accuracy84.4—Unverified
3ADDAClassification Accuracy76—Unverified
4DANNClassification Accuracy73.6—Unverified
#ModelMetricClaimedVerifiedStatus
1In2IPSNR21.65—Unverified
2cycGANPSNR18.57—Unverified
3UNITPSNR9.42—Unverified