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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

Generalizable Face Landmarking Guided by Conditional Face Warping CVPR 2024
Stronger Fewer & Superior: Harnessing Vision Foundation Models for Domain Generalized Semantic Segmentation CVPR 2024
Robust Synthetic-to-Real Transfer for Stereo Matching CVPR 2024
Towards Combating Frequency Simplicity-biased Learning for Domain Generalization NIPS 2024
All in One Framework for Multimodal Re-identification in the Wild CVPR 2024
A Dual-Augmentor Framework for Domain Generalization in 3D Human Pose Estimation CVPR 2024
MMA: Multi-Modal Adapter for Vision-Language Models CVPR 2024
Rethinking Generalizable Face Anti-spoofing via Hierarchical Prototype-guided Distribution Refinement in Hyperbolic Space CVPR 2024
Agnostic Multi-Robust Learning using ERM AISTATS 2024
Towards Generalizing to Unseen Domains with Few Labels CVPR 2024
Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning ACL 2024
On the Effect of Key Factors in Spurious Correlation: A theoretical Perspective AISTATS 2024
An Empirical Study of the Generalization Ability of Lidar 3D Object Detectors to Unseen Domains CVPR 2024
Prompt Learning via Meta-Regularization CVPR 2024
Learning to Reweight for Generalizable Graph Neural Network AAAI 2024
Effect-Invariant Mechanisms for Policy Generalization JMLR 2024
Towards Counterfactual Fairness-aware Domain Generalization in Changing Environments IJCAI 2024
PoseIRM: Enhance 3D Human Pose Estimation on Unseen Camera Settings via Invariant Risk Minimization CVPR 2024
LatentDR: Improving Model Generalization Through Sample-Aware Latent Degradation and Restoration WACV 2024
Self-Supervised Learning for Place Representation Generalization Across Appearance Changes WACV 2024
Incorporating Geo-Diverse Knowledge into Prompting for Increased Geographical Robustness in Object Recognition CVPR 2024
Enhancing Distributional Stability among Sub-populations AISTATS 2024
Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment CVPR 2024
Enhancing Multi-View Pedestrian Detection Through Generalized 3D Feature Pulling WACV 2024
Unexplored Faces of Robustness and Out-of-Distribution: Covariate Shifts in Environment and Sensor Domains CVPR 2024