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Preprint Sep 2026

TC-ADA: One-Shot Active Domain Adaptation for Semantic Segmentation

Target-Calibrated Active Domain Adaptation (TC-ADA) is developed as a joint design of complete-image acquisition and target-calibrated adaptation that selects and densely annotates a fixed target subset in a single round, followed by uninterrupted adaptation.

Wei-Hao Yan, Ye-Qiang Qian, Yue-Yuan Li et al. · 0 citations

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