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
Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic SegmentationCode1
Self-supervised Augmentation Consistency for Adapting Semantic SegmentationCode1
SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic SegmentationCode1
Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic SegmentationCode1
SPCL: A New Framework for Domain Adaptive Semantic Segmentation via Semantic Prototype-based Contrastive LearningCode1
StereoGAN: Bridging Synthetic-to-Real Domain Gap by Joint Optimization of Domain Translation and Stereo MatchingCode1
Transferring to Real-World Layouts: A Depth-aware Framework for Scene AdaptationCode1
Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-SupervisionCode1
Unsupervised Scene Adaptation with Memory Regularization in vivoCode1
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic SegmentationCode1
Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic SegmentationCode1
CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic SegmentationCode1
Confidence Regularized Self-TrainingCode1
Content-Consistent Matching for Domain Adaptive Semantic SegmentationCode1
Context-Aware Mixup for Domain Adaptive Semantic SegmentationCode1
DACS: Domain Adaptation via Cross-domain Mixed SamplingCode1
Virtual to Real Reinforcement Learning for Autonomous DrivingCode0
FCNs in the Wild: Pixel-level Adversarial and Constraint-based AdaptationCode0
CyCADA: Cycle-Consistent Adversarial Domain AdaptationCode0
Learning from Scale-Invariant Examples for Domain Adaptation in Semantic SegmentationCode0
Learning to Adapt Structured Output Space for Semantic SegmentationCode0
Domain Adaptation for Semantic Segmentation via Class-Balanced Self-TrainingCode0
Domain Adaptation for Structured Output via Discriminative Patch RepresentationsCode0
All about Structure: Adapting Structural Information across Domains for Boosting Semantic SegmentationCode0
Domain Adaptive Semantic Segmentation via Regional Contrastive Consistency RegularizationCode0
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