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Domain Generalization

1760 directly classified papers

Papers per year

Papers

Alignment and Distillation: A Robust Framework for Multimodal Domain Generalizable Human Action Recognition WACV 2026
BanglaProtha: Evaluating Vision Language Models in Underrepresented Long-tail Cultural Contexts WACV 2026
Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction EACL 2026
Assessing and Improving Punctuation Robustness in English-Marathi Machine Translation EACL 2026
AnyBald: Toward Realistic Diffusion-Based Hair Removal In-The-Wild WACV 2026
Unsupervised Modular Adaptive Region Growing and RegionMix Classification for Wind Turbine Segmentation WACV 2026
Domain Generalizing DINO for Visual Regression via Latent Distractor Subspace Consistency WACV 2026
Do GUI Grounders Truly Understand UI Elements? EACL 2026
An Interactive Simulation Framework by Ensemble Imitation Learning Agents for Training Robust Trading Policies AAAI 2026
MultiCW: A Large-Scale Balanced Benchmark Dataset for Training Robust Check-Worthiness Detection Models EACL 2026
RobustGait: Robustness Analysis for Appearance Based Gait Recognition WACV 2026
Zero-Shot Domain Generalisation via Prompt-Driven Feature Refinement WACV 2026
Generalizing Sports Feedback Generation by Watching Competitions and Reading Books: A Rock Climbing Case Study WACV 2026
QUOTA: Quantifying Objects with Text-to-Image Models for Any Domain WACV 2026
PromptGAR: Flexible Promptive Group Activity Recognition WACV 2026
Human Knowledge Integrated Multi-modal Learning for Single Source Domain Generalization WACV 2026
Unified Alignment Protocol: Making Sense of the Unlabeled Data in New Domains WACV 2026
One Model, Many Behaviors: Training-Induced Effects on Out-of-Distribution Detection WACV 2026
WiSE-OD: Benchmarking Robustness in Infrared Object Detection WACV 2026
R-MMA: Enhancing Vision-Language Models with Recurrent Adapters for Few-Shot and Cross-Domain Generalization WACV 2026
Generalization of Real World Video Deblurring By Image-to-Image Translation WACV 2026
SilverLining: Data-First Mitigation of Spatial and Spectral Shortcuts Without Introducing New Confounders WACV 2026
High-Rate Mixout: Revisiting Mixout for Robust Domain Generalization WACV 2026
Optimizing against Infeasible Inclusions from Data for Semantic Segmentation through Morphology WACV 2026
Rethinking Open-world Prompt Tuning: A Systematic Framework for Evaluation and Optimization AAAI 2026