SOTAVerified

Synthetic-to-Real Translation

Synthetic-to-real translation is the task of domain adaptation from synthetic (or virtual) data to real data.

( Image credit: CYCADA )

Papers

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Showing 26–50 of 68 papers

TitleStatusHype
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic SegmentationCode1
Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic SegmentationCode1
Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image ClassificationCode1
Instance Adaptive Self-Training for Unsupervised Domain AdaptationCode1
Content-Consistent Matching for Domain Adaptive Semantic SegmentationCode1
Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic SegmentationCode1
DACS: Domain Adaptation via Cross-domain Mixed SamplingCode1
StereoGAN: Bridging Synthetic-to-Real Domain Gap by Joint Optimization of Domain Translation and Stereo MatchingCode1
Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-SupervisionCode1
Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic SegmentationCode1
Unsupervised Scene Adaptation with Memory Regularization in vivoCode1
Confidence Regularized Self-TrainingCode1
Bidirectional Learning for Domain Adaptation of Semantic SegmentationCode1
A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban ScenesCode1
ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic SegmentationCode1
Diverse Image-to-Image Translation via Disentangled RepresentationsCode1
Learning Content-enhanced Mask Transformer for Domain Generalized Urban-Scene SegmentationCode0
ELDA: Using Edges to Have an Edge on Semantic Segmentation Based UDACode0
G2L: A Global to Local Alignment Method for Unsupervised Domain Adaptive Semantic Segmentation—0
TridentAdapt: Learning Domain-invariance via Source-Target Confrontation and Self-induced Cross-domain AugmentationCode0
Pixel-level Intra-domain Adaptation for Semantic Segmentation—0
Domain Adaptive Semantic Segmentation via Regional Contrastive Consistency RegularizationCode0
Unsupervised Domain Adaptation for Semantic Segmentation via Low-level Edge Information Transfer—0
Cross-Region Domain Adaptation for Class-level Alignment—0
Exploiting Image Translations via Ensemble Self-Supervised Learning for Unsupervised Domain Adaptation—0
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