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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Calibrated Language Model Fine-Tuning for In- and Out-of-Distribution Data EMNLP 2020
SLURP: A Spoken Language Understanding Resource Package EMNLP 2020
Adversarial Augmentation Policy Search for Domain and Cross-Lingual Generalization in Reading Comprehension EMNLP 2020
Domain Generalization via Entropy Regularization NIPS 2020
SSMBA: Self-Supervised Manifold Based Data Augmentation for Improving Out-of-Domain Robustness EMNLP 2020
Improving Generalization in Reinforcement Learning with Mixture Regularization NIPS 2020
Robust Reinforcement Learning via Adversarial training with Langevin Dynamics NIPS 2020
Instance-based Generalization in Reinforcement Learning NIPS 2020
Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning NIPS 2020
Reinforcement Learning with Augmented Data NIPS 2020
Improving robustness against common corruptions by covariate shift adaptation NIPS 2020
A Closer Look at Accuracy vs. Robustness NIPS 2020
Measuring Robustness to Natural Distribution Shifts in Image Classification NIPS 2020
Attention-Privileged Reinforcement Learning CORL 2020
How Does Context Matter? On the Robustness of Event Detection with Context-Selective Mask Generalization EMNLP 2020
Style Normalization and Restitution for Generalizable Person Re-Identification CVPR 2020
Domain Generalization Using a Mixture of Multiple Latent Domains AAAI 2020
Confidence-Calibrated Adversarial Training: Generalizing to Unseen Attacks ICML 2020
Counterfactual Vision-and-Language Navigation: Unravelling the Unseen NIPS 2020
Sample Factory: Egocentric 3D Control from Pixels at 100000 FPS with Asynchronous Reinforcement Learning ICML 2020
Detecting Out-of-Distribution Examples with Gram Matrices ICML 2020
Investigating Light-ResNet Architecture for Spoofing Detection Under Mismatched Conditions INTERSPEECH 2020
Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization NIPS 2020
Hybrid Graph Neural Networks for Crowd Counting AAAI 2020
MSeg: A Composite Dataset for Multi-Domain Semantic Segmentation CVPR 2020