awesome-domain-generalization
github.com/junkunyuan/awesome-domain-generalization ↗Awesome things about domain generalization, including papers, code, etc.
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SurveyTheory & AnalysisDatasetDomain GeneralizationSingle Domain GeneralizationSemi/Weak/Un-Supervised Domain GeneralizationOpen/Heterogeneous Domain GeneralizationFederated Domain GeneralizationSource-free Domain GeneralizationApplicationsRelated Topics
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Domain Generalization
Applications
Related Topics
- amber0309Life-Long Learning
- CIFAR-10-C[37]originalLife-Long Learning
Object recognition; the test data are damaged by 15 corruptions (each with 5 intensity levels) drawn from 4 categories (noise, blur, weather, and digital); 60,000/60,000/1.3M samples
- Cityscapes-ACDC[44]originalLife-Long Learning
Semantic segmentation; real life domain shifts, ACDC contains four different weather conditions: rain, fog, snow, night
- Colored MNIST[165]Life-Long Learning
Handwritten digit recognition; 3 domains: {0.1, 0.3, 0.9}; 70,000 samples of dimension (2, 28, 28); 2 classes
- CVPR 2021Life-Long Learning
- Dassl (KaiyangZhou)Life-Long Learning
Theory & Analysis
Semi/Weak/Un-Supervised Domain Generalization
Federated Domain Generalization
Showing a sample of 237 resources. View the full list on GitHub →