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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

Generalizing to Unseen Domains: A Survey on Domain Generalization IJCAI 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
Attack-Guided Perceptual Data Generation for Real-World Re-Identification 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
CrossNorm and SelfNorm for Generalization Under Distribution Shifts ICCV 2021
Vision-Language Navigation With Random Environmental Mixup ICCV 2021
Sparse-to-Dense Feature Matching: Intra and Inter Domain Cross-Modal Learning in Domain Adaptation for 3D Semantic Segmentation ICCV 2021
Rethinking Evaluation in ASR: Are Our Models Robust Enough? INTERSPEECH 2021
Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training INTERSPEECH 2021
Dual Distribution Alignment Network for Generalizable Person Re-Identification AAAI 2021
Domain General Face Forgery Detection by Learning to Weight AAAI 2021
Self-Domain Adaptation for Face Anti-Spoofing AAAI 2021
Learning to Attack Real-World Models for Person Re-identification via Virtual-Guided Meta-Learning AAAI 2021
MASKER: Masked Keyword Regularization for Reliable Text Classification AAAI 2021
On Compositional Generalization of Neural Machine Translation ACL 2021
Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning ACL 2021
Unsupervised Out-of-Domain Detection via Pre-trained Transformers ACL 2021
Enhancing the generalization for Intent Classification and Out-of-Domain Detection in SLU ACL 2021
CrossVQA: Scalably Generating Benchmarks for Systematically Testing VQA Generalization EMNLP 2021
Learning Universal Authorship Representations EMNLP 2021