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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Adaptive Methods for Real-World Domain Generalization CVPR 2021
Detecting Compositionally Out-of-Distribution Examples in Semantic Parsing EMNLP 2021
FSDR: Frequency Space Domain Randomization for Domain Generalization CVPR 2021
What Can Style Transfer and Paintings Do for Model Robustness? CVPR 2021
FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space CVPR 2021
Adversarial Invariant Learning CVPR 2021
Semantically Coherent Out-of-Distribution Detection ICCV 2021
Uncertainty-Guided Model Generalization to Unseen Domains CVPR 2021
GMOT-40: A Benchmark for Generic Multiple Object Tracking CVPR 2021
Progressive Domain Expansion Network for Single Domain Generalization CVPR 2021
Troubleshooting Blind Image Quality Models in the Wild CVPR 2021
Deep Stable Learning for Out-of-Distribution Generalization CVPR 2021
A Fourier-Based Framework for Domain Generalization CVPR 2021
Adversarially Adaptive Normalization for Single Domain Generalization CVPR 2021
A Closer Look at Fourier Spectrum Discrepancies for CNN-Generated Images Detection CVPR 2021
Reducing Domain Gap by Reducing Style Bias CVPR 2021
On Robustness and Transferability of Convolutional Neural Networks CVPR 2021
Don’t Discard All the Biased Instances: Investigating a Core Assumption in Dataset Bias Mitigation Techniques EMNLP 2021
Domain Generalization by Marginal Transfer Learning JMLR 2021
DiagViB-6: A Diagnostic Benchmark Suite for Vision Models in the Presence of Shortcut and Generalization Opportunities ICCV 2021
Robust Domain Adaptation: Representations, Weights and Inductive Bias (Extended Abstract) IJCAI 2021
Dual Reweighting Domain Generalization for Face Presentation Attack Detection IJCAI 2021
Is Stance Detection Topic-Independent and Cross-topic Generalizable? - A Reproduction Study EMNLP 2021
How to Select One Among All ? An Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding EMNLP 2021
Guideline Bias in Wizard-of-Oz Dialogues ACL 2021