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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

Field-Guide-Inspired Zero-Shot Learning ICCV 2021
Domain Generalization via Gradient Surgery ICCV 2021
Towards a Universal Model for Cross-Dataset Crowd Counting ICCV 2021
SelfReg: Self-Supervised Contrastive Regularization for Domain Generalization ICCV 2021
Generalizable Representation Learning for Mixture Domain Face Anti-Spoofing AAAI 2021
Generalising without Forgetting for Lifelong Person Re-Identification AAAI 2021
Attribute-Guided Adversarial Training for Robustness to Natural Perturbations AAAI 2021
Out-of-Distribution Generalization via Risk Extrapolation (REx) ICML 2021
Domain Generalization under Conditional and Label Shifts via Variational Bayesian Inference IJCAI 2021
RobustNet: Improving Domain Generalization in Urban-Scene Segmentation via Instance Selective Whitening CVPR 2021
Semantic Segmentation With Generative Models: Semi-Supervised Learning and Strong Out-of-Domain Generalization CVPR 2021
Towards Robust Classification Model by Counterfactual and Invariant Data Generation CVPR 2021
Person30K: A Dual-Meta Generalization Network for Person Re-Identification CVPR 2021
Cluster, Split, Fuse, and Update: Meta-Learning for Open Compound Domain Adaptive Semantic Segmentation CVPR 2021
Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification CVPR 2021
Domain Consensus Clustering for Universal Domain Adaptation CVPR 2021
Generalizable Pedestrian Detection: The Elephant in the Room CVPR 2021
Learning to Generalize Unseen Domains via Memory-based Multi-Source Meta-Learning for Person Re-Identification CVPR 2021
Disentangling Label Distribution for Long-Tailed Visual Recognition CVPR 2021
CFNet: Cascade and Fused Cost Volume for Robust Stereo Matching CVPR 2021
FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation CVPR 2021
Generalizable Person Re-Identification With Relevance-Aware Mixture of Experts CVPR 2021
S2R-DepthNet: Learning a Generalizable Depth-Specific Structural Representation CVPR 2021
Domain-Robust VQA With Diverse Datasets and Methods but No Target Labels CVPR 2021
Meta Batch-Instance Normalization for Generalizable Person Re-Identification CVPR 2021