← Keywords

domain generalization

1517 papers

Explore in graph

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

Informative Dropout for Robust Representation Learning: A Shape-bias Perspective ICML 2020
Efficient Domain Generalization via Common-Specific Low-Rank Decomposition ICML 2020
Towards Universal Representation Learning for Deep Face Recognition CVPR 2020
Angular Visual Hardness ICML 2020
Towards Fairness in Visual Recognition: Effective Strategies for Bias Mitigation CVPR 2020
Recognizing Instagram Filtered Images with Feature De-Stylization AAAI 2020
Focus on Defocus: Bridging the Synthetic to Real Domain Gap for Depth Estimation CVPR 2020
Improving Generalization in Reinforcement Learning with Mixture Regularization NIPS 2020
Transfer Value Iteration Networks AAAI 2020
Invariant Risk Minimization Games ICML 2020
Regularized Fine-Grained Meta Face Anti-Spoofing AAAI 2020
Domain-Size Aware Markov Logic Networks AISTATS 2019
SParC: Cross-Domain Semantic Parsing in Context ACL 2019
Cross-Domain Generalization of Neural Constituency Parsers ACL 2019
Robust Optimization over Multiple Domains AAAI 2019
Why Can't I Dance in the Mall? Learning to Mitigate Scene Bias in Action Recognition NIPS 2019
ObjectNet: A large-scale bias-controlled dataset for pushing the limits of object recognition models NIPS 2019
Learning Robust Global Representations by Penalizing Local Predictive Power NIPS 2019
Domain Generalization via Model-Agnostic Learning of Semantic Features NIPS 2019
The Cells Out of Sample (COOS) dataset and benchmarks for measuring out-of-sample generalization of image classifiers NIPS 2019
DeRPN: Taking a Further Step toward More General Object Detection AAAI 2019
Answer Them All! Toward Universal Visual Question Answering Models CVPR 2019
Few-Shot Learning With Localization in Realistic Settings CVPR 2019
REPAIR: Removing Representation Bias by Dataset Resampling CVPR 2019
Face Anti-Spoofing: Model Matters, so Does Data CVPR 2019