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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Style Blind Domain Generalized Semantic Segmentation via Covariance Alignment and Semantic Consistence Contrastive Learning CVPR 2024
Navigating Beyond Dropout: An Intriguing Solution towards Generalizable Image Super Resolution CVPR 2024
Domain Generalization With Correlated Style Uncertainty WACV 2024
Collaborating Foundation Models for Domain Generalized Semantic Segmentation CVPR 2024
Leveraging Vision-Language Models for Improving Domain Generalization in Image Classification CVPR 2024
UniDepth: Universal Monocular Metric Depth Estimation CVPR 2024
STYLIP: Multi-Scale Style-Conditioned Prompt Learning for CLIP-Based Domain Generalization WACV 2024
Unbiased Faster R-CNN for Single-source Domain Generalized Object Detection CVPR 2024
Towards Generalizable Multi-Object Tracking CVPR 2024
Learning Class and Domain Augmentations for Single-Source Open-Domain Generalization WACV 2024
Cross-modal Representation Flattening for Multi-modal Domain Generalization NIPS 2024
An Empirical Study of the Generalization Ability of Lidar 3D Object Detectors to Unseen Domains CVPR 2024
Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization CVPR 2024
Test-Time Domain Generalization for Face Anti-Spoofing CVPR 2024
Enhancing Multi-View Pedestrian Detection Through Generalized 3D Feature Pulling WACV 2024
A2XP: Towards Private Domain Generalization CVPR 2024
LUWA Dataset: Learning Lithic Use-Wear Analysis on Microscopic Images CVPR 2024
Mitigate Domain Shift by Primary-Auxiliary Objectives Association for Generalizing Person ReID WACV 2024
Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathology NIPS 2024
Efficient Data Collection for Robotic Manipulation via Compositional Generalization RSS 2024
LatentDR: Improving Model Generalization Through Sample-Aware Latent Degradation and Restoration WACV 2024
Real-Time Anomaly Detection and Reactive Planning with Large Language Models RSS 2024
Enhancing Graph Transformers with Hierarchical Distance Structural Encoding NIPS 2024
Towards Domain-Aware Knowledge Distillation for Continual Model Generalization WACV 2024
THE COLOSSEUM: A Benchmark for Evaluating Generalization for Robotic Manipulation RSS 2024