44 citations · 93 across the 11 of their papers we have counts for
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cs.CV2022★ 1 cited
MoQuad: Motion-focused Quadruple Construction for Video Contrastive Learning
Yuan Liu, Jiacheng Chen, Hao Wu
Learning effective motion features is an essential pursuit of video representation learning. This paper presents a simple yet effective sample construction strategy to boost the le…
cs.CV2022★ 1 cited
Mitigating and Evaluating Static Bias of Action Representations in the Background and the Foreground
Haoxin Li, Yuan Liu, Hanwang Zhang +1
In video action recognition, shortcut static features can interfere with the learning of motion features, resulting in poor out-of-distribution (OOD) generalization. The video back…