"single domain generalization" Papers

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Adversarial Data Augmentation for Single Domain Generalization via Lyapunov Exponent-Guided Optimization

ZUYU ZHANG, Ning Chen, Yongshan Liu et al.

ICCV 2025arXiv:2507.04302

Single Domain Generalization for Few-Shot Counting via Universal Representation Matching

Xianing Chen, Si Huo, Borui Jiang et al.

CVPR 2025arXiv:2505.16778
5
citations

G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection

Fan Wu, Jinling Gao, Lanqing Hong et al.

AAAI 2024paperarXiv:2402.04672
24
citations

Not Just Pretty Pictures: Toward Interventional Data Augmentation Using Text-to-Image Generators

Jianhao Yuan, Francesco Pinto, Adam Davies et al.

ICML 2024arXiv:2212.11237
17
citations

Single Domain Generalization for Crowd Counting

Zhuoxuan Peng, S.-H. Gary Chan

CVPR 2024arXiv:2403.09124
32
citations

StyDeSty: Min-Max Stylization and Destylization for Single Domain Generalization

Songhua Liu, Xin Jin, Xingyi Yang et al.

ICML 2024arXiv:2406.00275
7
citations