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domain generalization

1517 papers

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Also known as

DGSS DG SDG

Co-occurring keywords

domain adaptation (4578) transfer learning (5442) distribution shift (711) representation learning (6174) out-of-distribution generalization (403) data augmentation (3037) semantic segmentation (3179) zero-shot learning (3637) vision-language model (2235) few-shot learning (3390)

Papers

Global-Local Regularization Via Distributional Robustness AISTATS 2023
Domain Generalization via Balancing Training Difficulty and Model Capability ICCV 2023
Causal Effect Regularization: Automated Detection and Removal of Spurious Correlations NIPS 2023
Topic Ontologies for Arguments EACL 2023
What Can a Cook in Italy Teach a Mechanic in India? Action Recognition Generalisation Over Scenarios and Locations ICCV 2023
Style-Content Metric Learning for Multidomain Remote Sensing Object Recognition AAAI 2023
MaPLe: Multi-Modal Prompt Learning CVPR 2023
Domain Generalization via Rationale Invariance ICCV 2023
Generalized Few-Shot Point Cloud Segmentation via Geometric Words ICCV 2023
Robust Feature Rectification of Pretrained Vision Models for Object Recognition AAAI 2023
Fed-CO$_{2}$: Cooperation of Online and Offline Models for Severe Data Heterogeneity in Federated Learning NIPS 2023
Learning useful representations for shifting tasks and distributions ICML 2023
Wasserstein Barycenter Matching for Graph Size Generalization of Message Passing Neural Networks ICML 2023
Which Invariance Should We Transfer? A Causal Minimax Learning Approach ICML 2023
Mixed Samples as Probes for Unsupervised Model Selection in Domain Adaptation NIPS 2023
Super-CLEVR: A Virtual Benchmark To Diagnose Domain Robustness in Visual Reasoning CVPR 2023
Generalizing Multiple Object Tracking to Unseen Domains by Introducing Natural Language Representation AAAI 2023
AltFreezing for More General Video Face Forgery Detection CVPR 2023
Learning a Generalized Gaze Estimator from Gaze-Consistent Feature AAAI 2023
Provably Invariant Learning without Domain Information ICML 2023
PAC Generalization via Invariant Representations ICML 2023
Out-of-Domain Robustness via Targeted Augmentations ICML 2023
Towards Better Robustness against Common Corruptions for Unsupervised Domain Adaptation ICCV 2023
Q: How To Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images! CVPR 2023
Moderately Distributional Exploration for Domain Generalization ICML 2023