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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

Learning Disentangled Semantic Representation for Domain Adaptation IJCAI 2019
A Cross-Season Correspondence Dataset for Robust Semantic Segmentation CVPR 2019
Robust Histopathology Image Analysis: To Label or to Synthesize? CVPR 2019
A Cross-Domain Transferable Neural Coherence Model ACL 2019
A Domain Generalization Perspective on Listwise Context Modeling AAAI 2019
Addressing Model Vulnerability to Distributional Shifts Over Image Transformation Sets ICCV 2019
Situational Fusion of Visual Representation for Visual Navigation ICCV 2019
CLER: Cross-task Learning with Expert Representation to Generalize Reading and Understanding EMNLP 2019
Domain-agnostic Question-Answering with Adversarial Training EMNLP 2019
Comprehensive Multi-Dataset Evaluation of Reading Comprehension EMNLP 2019
Generalization in Reinforcement Learning with Selective Noise Injection and Information Bottleneck NIPS 2019
Don’t Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases EMNLP 2019
Cost-Sensitive BERT for Generalisable Sentence Classification on Imbalanced Data EMNLP 2019
Generalising Fine-Grained Sketch-Based Image Retrieval CVPR 2019
Robot Learning in Homes: Improving Generalization and Reducing Dataset Bias NIPS 2018
MetaReg: Towards Domain Generalization using Meta-Regularization NIPS 2018
Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing EMNLP 2018
Invariant Models for Causal Transfer Learning JMLR 2018
Domain Generalization With Adversarial Feature Learning CVPR 2018
Adversarial Multiple Source Domain Adaptation NIPS 2018
Evaluating Historical Text Normalization Systems: How Well Do They Generalize? NAACL 2018
Learning Independent Causal Mechanisms ICML 2018
Using Linguistic Features to Improve the Generalization Capability of Neural Coreference Resolvers EMNLP 2018
Generalizing to Unseen Domains via Adversarial Data Augmentation NIPS 2018
What’s in a Domain? Learning Domain-Robust Text Representations using Adversarial Training NAACL 2018