Adversarial Pyramid Network for Video Domain Generalization

8 Dec 2019Zhiyu YaoYunbo WangXingqiang DuMingsheng LongJianmin Wang

This paper introduces a new research problem of video domain generalization (video DG) where most state-of-the-art action recognition networks degenerate due to the lack of exposure to the target domains of divergent distributions. While recent advances in video understanding focus on capturing the temporal relations of the long-term video context, we observe that the global temporal features are less generalizable in the video DG settings... (read more)

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