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cs.CV2025★ 1 cited
Dual-supervised Asymmetric Co-training for Semi-supervised Medical Domain Generalization
Jincai Song, Haipeng Chen, Jun Qin +1
Semi-supervised domain generalization (SSDG) in medical image segmentation offers a promising solution for generalizing to unseen domains during testing, addressing domain shift ch…
cs.CV2025
Uncertainty Meets Diversity: A Comprehensive Active Learning Framework for Indoor 3D Object Detection
Jiangyi Wang, Na Zhao
Active learning has emerged as a promising approach to reduce the substantial annotation burden in 3D object detection tasks, spurring several initiatives in outdoor environments.…