86 citations · 141 across the 12 of their papers we have counts for
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cs.CV2020★ 86 cited
Dynamic Sampling Networks for Efficient Action Recognition in Videos
Yin-Dong Zheng, Zhaoyang Liu, Tong Lu +1
The existing action recognition methods are mainly based on clip-level classifiers such as two-stream CNNs or 3D CNNs, which are trained from the randomly selected clips and applie…
cs.CV2020★ 23 cited
TAM: Temporal Adaptive Module for Video Recognition
Zhaoyang Liu, Limin Wang, Wayne Wu +2
Video data is with complex temporal dynamics due to various factors such as camera motion, speed variation, and different activities. To effectively capture this diverse motion pat…