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

Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning ACL 2024

Interpret Your Decision: Logical Reasoning Regularization for Generalization in Visual Classification NIPS 2024

LUWA Dataset: Learning Lithic Use-Wear Analysis on Microscopic Images CVPR 2024

Unexplored Faces of Robustness and Out-of-Distribution: Covariate Shifts in Environment and Sensor Domains CVPR 2024

Robust Synthetic-to-Real Transfer for Stereo Matching CVPR 2024

Towards Generalizing to Unseen Domains with Few Labels CVPR 2024

Test-Time Domain Generalization for Face Anti-Spoofing CVPR 2024

Prompt Learning via Meta-Regularization CVPR 2024

All in One Framework for Multimodal Re-identification in the Wild CVPR 2024

PoseIRM: Enhance 3D Human Pose Estimation on Unseen Camera Settings via Invariant Risk Minimization CVPR 2024

Align Before Adapt: Leveraging Entity-to-Region Alignments for Generalizable Video Action Recognition CVPR 2024

Any-Shift Prompting for Generalization over Distributions CVPR 2024

Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment CVPR 2024

Improving Out-of-Distribution Generalization in Graphs via Hierarchical Semantic Environments CVPR 2024

The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better NIPS 2024

An Empirical Study of the Generalization Ability of Lidar 3D Object Detectors to Unseen Domains CVPR 2024

Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification CVPR 2024

Learning Class and Domain Augmentations for Single-Source Open-Domain Generalization WACV 2024

iBARLE: imBalance-Aware Room Layout Estimation WACV 2024

Rethinking Generalizable Face Anti-spoofing via Hierarchical Prototype-guided Distribution Refinement in Hyperbolic Space CVPR 2024

Generalizable Face Landmarking Guided by Conditional Face Warping CVPR 2024

Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shifts NIPS 2024

STYLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-Based Domain Generalization WACV 2024

Rethinking the Evaluation Protocol of Domain Generalization CVPR 2024

On the Effect of Key Factors in Spurious Correlation: A theoretical Perspective AISTATS 2024