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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

Instance-based Generalization in Reinforcement Learning NIPS 2020
Reinforcement Learning with Augmented Data NIPS 2020
TartanVO: A Generalizable Learning-based VO CORL 2020
Light-weight Calibrator: A Separable Component for Unsupervised Domain Adaptation CVPR 2020
On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law NIPS 2020
Improving QA Generalization by Concurrent Modeling of Multiple Biases EMNLP 2020
Learning to Learn Single Domain Generalization CVPR 2020
On Cross-Dataset Generalization in Automatic Detection of Online Abuse EMNLP 2020
CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems EMNLP 2020
MUTANT: A Training Paradigm for Out-of-Distribution Generalization in Visual Question Answering EMNLP 2020
Adversarial Separation and Adaptation Network for Far-Field Speaker Verification INTERSPEECH 2020
Don't Judge an Object by Its Context: Learning to Overcome Contextual Bias CVPR 2020
Revisiting Pose-Normalization for Fine-Grained Few-Shot Recognition CVPR 2020
Learning Meta Face Recognition in Unseen Domains CVPR 2020
Open Compound Domain Adaptation CVPR 2020
CNN-Generated Images Are Surprisingly Easy to Spot... for Now CVPR 2020
MSeg: A Composite Dataset for Multi-Domain Semantic Segmentation CVPR 2020
What Can Be Transferred: Unsupervised Domain Adaptation for Endoscopic Lesions Segmentation CVPR 2020
Style Normalization and Restitution for Generalizable Person Re-Identification CVPR 2020
BlendedMVS: A Large-Scale Dataset for Generalized Multi-View Stereo Networks CVPR 2020
Learning Robust Models for e-Commerce Product Search ACL 2020
Do Models of Mental Health Based on Social Media Data Generalize? EMNLP 2020
Pretrained Transformers Improve Out-of-Distribution Robustness ACL 2020
LSM: Learning Subspace Minimization for Low-Level Vision CVPR 2020
Single-Side Domain Generalization for Face Anti-Spoofing CVPR 2020