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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Meta Batch-Instance Normalization for Generalizable Person Re-Identification CVPR 2021
S2R-DepthNet: Learning a Generalizable Depth-Specific Structural Representation CVPR 2021
Generalizable Person Re-Identification With Relevance-Aware Mixture of Experts CVPR 2021
CFNet: Cascade and Fused Cost Volume for Robust Stereo Matching CVPR 2021
Learning to Generalize Unseen Domains via Memory-based Multi-Source Meta-Learning for Person Re-Identification CVPR 2021
Generalizable Pedestrian Detection: The Elephant in the Room CVPR 2021
Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models NAACL 2021
Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA NAACL 2021
Robustness Gym: Unifying the NLP Evaluation Landscape NAACL 2021
Meta-Learning for Domain Generalization in Semantic Parsing NAACL 2021
Generalization in Instruction Following Systems NAACL 2021
Modular Networks for Compositional Instruction Following NAACL 2021
Graph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution Generalization ICML 2021
Accuracy on the Line: on the Strong Correlation Between Out-of-Distribution and In-Distribution Generalization ICML 2021
On-Off Center-Surround Receptive Fields for Accurate and Robust Image Classification ICML 2021
RATT: Leveraging Unlabeled Data to Guarantee Generalization ICML 2021
Domain Generalization using Causal Matching ICML 2021
Bayesian Attention Belief Networks ICML 2021
Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification CVPR 2021
Predict then Interpolate: A Simple Algorithm to Learn Stable Classifiers ICML 2021
WILDS: A Benchmark of in-the-Wild Distribution Shifts ICML 2021
Generalizing to Unseen Domains: A Survey on Domain Generalization IJCAI 2021
Generalizing Face Forgery Detection With High-Frequency Features CVPR 2021
Self-Supervised Adversarial Distribution Regularization for Medication Recommendation IJCAI 2021
Pretraining Boosts Out-of-Domain Robustness for Pose Estimation WACV 2021