73 citations · 94 across the 9 of their papers we have counts for
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cs.CV2026
TC-ADA: One-Shot Active Domain Adaptation for Semantic Segmentation
Weihao Yan, Yeqiang Qian, Yueyuan Li +3
Manual dense annotation remains a major obstacle to deploying semantic segmentation models in new driving environments. Active domain adaptation (ADA) seeks label-efficient transfe…
cs.CV2024
SS-ADA: A Semi-Supervised Active Domain Adaptation Framework for Semantic Segmentation
Weihao Yan, Yeqiang Qian, Yueyuan Li +3
Semantic segmentation plays an important role in intelligent vehicles, providing pixel-level semantic information about the environment. However, the labeling budget is expensive a…