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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

Towards Data-Free Domain Generalization ACML 2022
Feature Distribution Matching for Federated Domain Generalization ACML 2022
Fundamental Limits and Tradeoffs in Invariant Representation Learning JMLR 2022
Transfer Learning for Pose Estimation of Illustrated Characters WACV 2022
COCOA: Context-Conditional Adaptation for Recognizing Unseen Classes in Unseen Domains WACV 2022
Domain Generalization Through Audio-Visual Relative Norm Alignment in First Person Action Recognition WACV 2022
Dynamic CNNs Using Uncertainty To Overcome Domain Generalization for Surgical Instrument Localization WACV 2022
Self-Supervised Domain Adaptation for Visual Navigation With Global Map Consistency WACV 2022
SC-UDA: Style and Content Gaps Aware Unsupervised Domain Adaptation for Object Detection WACV 2022
Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective COLING 2022
Reducing Reliance on Spurious Features in Medical Image Classification with Spatial Specificity MLHC 2022
Style Neophile: Constantly Seeking Novel Styles for Domain Generalization CVPR 2022
Domain Generalization with Relaxed Instance Frequency-wise Normalization for Multi-device Acoustic Scene Classification INTERSPEECH 2022
Toward learning human-aligned cross-domain robust models by countering misaligned features UAI 2022
Feature Generation and Hypothesis Verification for Reliable Face Anti-spoofing AAAI 2022
On the effectiveness of adversarial training against common corruptions UAI 2022
Extending the Scope of Out-of-Domain: Examining QA models in multiple subdomains ACL 2022
Analyzing Generalization of Vision and Language Navigation to Unseen Outdoor Areas ACL 2022
CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning ACL 2022
Dynamic Domain Generalization IJCAI 2022
Towards Generalized Open Information Extraction EMNLP 2022
Learning Invariant Representation Improves Robustness for MRC Models EMNLP 2022
Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA EMNLP 2022
Syntactically Robust Training on Partially-Observed Data for Open Information Extraction EMNLP 2022
Exploiting domain-slot related keywords description for Few-Shot Cross-Domain Dialogue State Tracking EMNLP 2022