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Domain Generalization

1760 directly classified papers

Papers per year

Papers

MetaSets: Meta-Learning on Point Sets for Generalizable Representations CVPR 2021
Towards Robust Classification Model by Counterfactual and Invariant Data Generation CVPR 2021
Generalize Then Adapt: Source-Free Domain Adaptive Semantic Segmentation ICCV 2021
Collaborative Optimization and Aggregation for Decentralized Domain Generalization and Adaptation ICCV 2021
A Style and Semantic Memory Mechanism for Domain Generalization ICCV 2021
A Simple Feature Augmentation for Domain Generalization ICCV 2021
RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening CVPR 2021
Anatomy of OntoGUM—Adapting GUM to the OntoNotes Scheme to Evaluate Robustness of SOTA Coreference Algorithms EMNLP 2021
Understanding Guided Image Captioning Performance across Domains EMNLP 2021
How Does Counterfactually Augmented Data Impact Models for Social Computing Constructs? EMNLP 2021
Robustness and Adversarial Examples in Natural Language Processing EMNLP 2021
Does Invariant Risk Minimization Capture Invariance? AISTATS 2021
Linear Regression Games: Convergence Guarantees to Approximate Out-of-Distribution Solutions AISTATS 2021
Do Image Classifiers Generalize Across Time? ICCV 2021
BiaSwap: Removing Dataset Bias With Bias-Tailored Swapping Augmentation ICCV 2021
Shape-Biased Domain Generalization via Shock Graph Embeddings ICCV 2021
NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization ICCV 2021
Can Shape Structure Features Improve Model Robustness Under Diverse Adversarial Settings? ICCV 2021
CrossNorm and SelfNorm for Generalization Under Distribution Shifts ICCV 2021
Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency Domain ICCV 2021
Collaborative Group Learning AAAI 2021
Towards Domain Invariant Single Image Dehazing AAAI 2021
Land Deformation Prediction via Slope-Aware Graph Neural Networks AAAI 2021
Attribute-Guided Adversarial Training for Robustness to Natural Perturbations AAAI 2021
Fearless Steps Challenge Phase-3 (FSC P3): Advancing SLT for Unseen Channel and Mission Data Across NASA Apollo Audio INTERSPEECH 2021