8 citations · 14 across the 4 of their papers we have counts for
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cs.CV2022★ 1 cited
Motion Sensitive Contrastive Learning for Self-supervised Video Representation
Jingcheng Ni, Nan Zhou, Jie Qin +4
Contrastive learning has shown great potential in video representation learning. However, existing approaches fail to sufficiently exploit short-term motion dynamics, which are cru…
cs.CV2022★ 5 cited
Video Anomaly Detection by Solving Decoupled Spatio-Temporal Jigsaw Puzzles
Guodong Wang, Yunhong Wang, Jie Qin +3
Video Anomaly Detection (VAD) is an important topic in computer vision. Motivated by the recent advances in self-supervised learning, this paper addresses VAD by solving an intuiti…