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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

MEVID: Multi-View Extended Videos With Identities for Video Person Re-Identification WACV 2023
Improving Generalization Ability of Countermeasures for New Mismatch Scenario by Combining Multiple Advanced Regularization Terms INTERSPEECH 2023
Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP EMNLP 2023
BiasAdv: Bias-Adversarial Augmentation for Model Debiasing CVPR 2023
Deep Frequency Filtering for Domain Generalization CVPR 2023
Learning A Self-Supervised Domain-Invariant Feature Representation for Generalized Audio Deepfake Detection INTERSPEECH 2023
DART: Diversify-Aggregate-Repeat Training Improves Generalization of Neural Networks CVPR 2023
BiasBed - Rigorous Texture Bias Evaluation CVPR 2023
CROP: Towards Distributional-Shift Robust Reinforcement Learning Using Compact Reshaped Observation Processing IJCAI 2023
Global-Local Regularization Via Distributional Robustness AISTATS 2023
BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated Motion CVPR 2023
Topic Ontologies for Arguments EACL 2023
Cross-Domain Facial Expression Recognition via Disentangling Identity Representation IJCAI 2023
Background Domain Switch: A Novel Data Augmentation Technique for Robust Sound Event Detection INTERSPEECH 2023
NICO++: Towards Better Benchmarking for Domain Generalization CVPR 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
Trainable Projected Gradient Method for Robust Fine-Tuning CVPR 2023
Generalizing Multiple Object Tracking to Unseen Domains by Introducing Natural Language Representation AAAI 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
Structural Re-weighting Improves Graph Domain Adaptation ICML 2023