Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation

CVPR 2019 Yawei LuoLiang ZhengTao GuanJunqing YuYi Yang

We consider the problem of unsupervised domain adaptation in semantic segmentation. The key in this campaign consists in reducing the domain shift, i.e., enforcing the data distributions of the two domains to be similar... (read more)

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TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK RESULT LEADERBOARD
Synthetic-to-Real Translation GTAV-to-Cityscapes Labels CLAN mIoU 43.2 # 12

Methods used in the Paper


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