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single domain generalization

24 papers

SINGLE-DG SDG S-DG

Papers

Experience with Single Domain Generalization in Real World Medical Imaging Deployments AAAI 2026 Simulating Distribution Dynamics: Liquid Temporal Feature Evolution for Single-Domain Generalized Object Detection AAAI 2026 Adversarial Data Augmentation for Single Domain Generalization via Lyapunov Exponent-Guided Optimization ICCV 2025 Adversarial Domain Prompt Tuning and Generation for Single Domain Generalization CVPR 2025 ConDiSR: Contrastive Disentanglement and Style Regularization for Single Domain Generalizatio WACV 2025 Diffusion-based Source-biased Model for Single Domain Generalized Object Detection ICCV 2025 Perturbating, Tuning, and Collaborating: Harnessing Vision Foundation Models for Single Domain Generalization on Medical Imaging AAAI 2025 PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection AAAI 2025 ProMEA: Prompt-driven Expansion and Alignment for Single Domain Generalization IJCAI 2025 AdvST: Revisiting Data Augmentations for Single Domain Generalization AAAI 2024 G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection AAAI 2024 Not Just Pretty Pictures: Toward Interventional Data Augmentation Using Text-to-Image Generators ICML 2024 Object-Aware Domain Generalization for Object Detection AAAI 2024 Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization CVPR 2024 Center-Aware Adversarial Augmentation for Single Domain Generalization WACV 2023 CLIP the Gap: A Single Domain Generalization Approach for Object Detection CVPR 2023 FFM: Injecting Out-of-Domain Knowledge via Factorized Frequency Modification WACV 2023 Modality-Agnostic Debiasing for Single Domain Generalization CVPR 2023 When Neural Networks Fail to Generalize? A Model Sensitivity Perspective AAAI 2023 Meta Convolutional Neural Networks for Single Domain Generalization CVPR 2022 Adversarially Adaptive Normalization for Single Domain Generalization CVPR 2021 Learning To Diversify for Single Domain Generalization ICCV 2021 Progressive Domain Expansion Network for Single Domain Generalization CVPR 2021 Learning to Learn Single Domain Generalization CVPR 2020