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cs.CV2022★ 3 cited
How Well Do Self-Supervised Methods Perform in Cross-Domain Few-Shot Learning?
Yiyi Zhang, Ying Zheng, Xiaogang Xu +1
Cross-domain few-shot learning (CDFSL) remains a largely unsolved problem in the area of computer vision, while self-supervised learning presents a promising solution. Both learnin…
cs.CV2019★ 1 cited
Exploiting Motion Information from Unlabeled Videos for Static Image Action Recognition
Yiyi Zhang, Li Niu, Ziqi Pan +4
Static image action recognition, which aims to recognize action based on a single image, usually relies on expensive human labeling effort such as adequate labeled action images an…