Domain Generalization

Beyond the Static World: Continual Category Discovery under Visual Drift CVPR 2026 Bridging Domain Invariance and Diversity: A Fine-Grained Risk Bound for Domain Generalization JMLR 2026 Bridging Domains through Subspace-Aware Model Merging CVPR 2026 Building Robust Vision Encoders for Cross-Dataset Evaluation in Immunofluorescent Microscopy CVPR 2026 CCF: Complementary Collaborative Fusion for Domain Generalized Multi-Modal 3D Object Detection CVPR 2026 CLP: A Real-World Dataset of Contaminated Lens Protectors for Robust Semantic Segmentation CVPR 2026 CO-EVO: Co-evolving Semantic Anchoring and Style Diversification for Federated DG-ReID ACL 2026 Constrained Random Forest for Domain-Generalizable Classification UAI 2026 Continual Distillation of Teachers from Different Domains CVPR 2026 CrossPan: A Comprehensive Benchmark for Cross-Sequence Pancreas MRI Segmentation and Generalization MIDL 2026 Domain-Skewed Federated Learning with Feature Decoupling and Calibration CVPR 2026 FedBPrompt: Federated Domain Generalization Person Re-Identification via Body Distribution Aware Visual Prompts CVPR 2026 FLOW: Optimal Transport-Driven Feature Warping for Generalized Remote Physiological Measurement CVPR 2026 GeCo: Geometry-Consistent Regularization for Domain Generalized Semantic Segmentation CVPR 2026 Generalizable Co-Salient Object Detection via Mixed Content-Style Modulation CVPR 2026 HFedATM: Hierarchical Federated Domain Generalization via Optimal Transport and Regularized Mean Aggregation CVPR 2026 LiDAS: Lighting-driven Dynamic Active Sensing for Nighttime Perception CVPR 2026 Local Precise Refinement: A Dual-Gated Mixture-of-Experts for Enhancing Foundation Model Generalization against Spectral Shifts CVPR 2026 MambaLiteUNet: Cross-Gated Adaptive Feature Fusion for Robust Skin Lesion Segmentation CVPR 2026 Moving Border Ownership for Event-based Motion Segmentation CVPR 2026 Object-Generalized Re-Identification: A Step Towards Universal Instance Perception CVPR 2026 Open-Vocabulary Domain Generalization in Urban-Scene Segmentation CVPR 2026 Quantifying and Mitigating Hospital Domain Bias in Pathology Foundation Models using Adversarial Feature Disentanglement MIDL 2026 Robust Promptable Video Object Segmentation CVPR 2026 SAGE: Style-Adaptive Generalization for Privacy-Constrained Semantic Segmentation Across Domains CVPR 2026