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Domain Generalization

88 directly classified papers

Papers per year

Papers

Cross-Category Subjectivity Generalization for Style-Adaptive Sketch Re-ID ICCV 2025
Hierarchical Mixture of Experts: Generalizable Learning for High-Level Synthesis AAAI 2025
Customizing Domain Adapters for Domain Generalization ICCV 2025
TRACI: A Data-centric Approach for Multi-Domain Generalization on Graphs AAAI 2025
ERF: A Benchmark Dataset for Robust Semantic Segmentation Under Extreme Rainfall Conditions AAAI 2025
Benchmarking Object Detectors under Real-World Distribution Shifts in Satellite Imagery CVPR 2025
Gradient-Guided Annealing for Domain Generalization CVPR 2025
Improving Federated Domain Generalization Through Dynamical Weights Calculated from Data Influences on Global Model Update AAAI 2025
TTA-FedDG: Leveraging Test-Time Adaptation to Address Federated Domain Generalization AAAI 2025
Geometry-Guided Domain Generalization for Monocular 3D Object Detection AAAI 2024
Recovering Complete Actions for Cross-dataset Skeleton Action Recognition NIPS 2024
Gaze from Origin: Learning for Generalized Gaze Estimation by Embedding the Gaze Frontalization Process AAAI 2024
Towards Combating Frequency Simplicity-biased Learning for Domain Generalization NIPS 2024
Diversity-Authenticity Co-constrained Stylization for Federated Domain Generalization in Person Re-identification AAAI 2024
Efficiently Assemble Normalization Layers and Regularization for Federated Domain Generalization CVPR 2024
Test-Time Domain Generalization for Face Anti-Spoofing CVPR 2024
Rethinking Generalizable Face Anti-spoofing via Hierarchical Prototype-guided Distribution Refinement in Hyperbolic Space CVPR 2024
Object-Aware Domain Generalization for Object Detection AAAI 2024
Sharpness-Aware Model-Agnostic Long-Tailed Domain Generalization AAAI 2024
Single Domain Generalization for Crowd Counting CVPR 2024
IMO: Greedy Layer-Wise Sparse Representation Learning for Out-of-Distribution Text Classification with Pre-trained Models ACL 2024
PoseIRM: Enhance 3D Human Pose Estimation on Unseen Camera Settings via Invariant Risk Minimization CVPR 2024
Rethinking the Evaluation Protocol of Domain Generalization CVPR 2024
Towards Generalizing to Unseen Domains with Few Labels CVPR 2024
Do causal predictors generalize better to new domains? NIPS 2024