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domain generalization

1517 papers

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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

Memes in the Wild: Assessing the Generalizability of the Hateful Memes Challenge Dataset ACL 2021
Confidence Calibration for Domain Generalization Under Covariate Shift ICCV 2021
STEM: An Approach to Multi-Source Domain Adaptation With Guarantees ICCV 2021
Improving Robustness Against Common Corruptions With Frequency Biased Models ICCV 2021
RobustNav: Towards Benchmarking Robustness in Embodied Navigation ICCV 2021
Semantically Coherent Out-of-Distribution Detection ICCV 2021
DiagViB-6: A Diagnostic Benchmark Suite for Vision Models in the Presence of Shortcut and Generalization Opportunities ICCV 2021
Microphone Array Generalization for Multichannel Narrowband Deep Speech Enhancement INTERSPEECH 2021
Generalisability of Topic Models in Cross-corpora Abusive Language Detection NAACL 2021
On Compositional Generalization of Neural Machine Translation IJCNLP 2021
Adversarial Teacher-Student Representation Learning for Domain Generalization NIPS 2021
Spurious Correlations in Cross-Topic Argument Mining IJCNLP 2021
OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More Genres IJCNLP 2021
Text-to-SQL in the Wild: A Naturally-Occurring Dataset Based on Stack Exchange Data ACL 2021
Stochastic Classifiers for Unsupervised Domain Adaptation CVPR 2020
Mapillary Street-Level Sequences: A Dataset for Lifelong Place Recognition CVPR 2020
DeFeat-Net: General Monocular Depth via Simultaneous Unsupervised Representation Learning CVPR 2020
Adversarial Augmentation Policy Search for Domain and Cross-Lingual Generalization in Reading Comprehension EMNLP 2020
Multi-Path Learning for Object Pose Estimation Across Domains CVPR 2020
Detect All Abuse! Toward Universal Abusive Language Detection Models COLING 2020
SketchTransfer: A New Dataset for Exploring Detail-Invariance and the Abstractions Learned by Deep Networks WACV 2020
Plug-and-Play Rescaling Based Crowd Counting in Static Images WACV 2020
A Flexible Selection Scheme for Minimum-Effort Transfer Learning WACV 2020
Towards Trustworthy Deception Detection: Benchmarking Model Robustness across Domains, Modalities, and Languages COLING 2020
Domain Generalization via Entropy Regularization NIPS 2020