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Zhilan Hu

2 accepted papers

2022

Bridge-Prompt: Towards Ordinal Action Understanding in Instructional Videos

CVPR 2022poster

Action recognition models have shown a promising capability to classify human actions in short video clips. In a real scenario, multiple correlated human actions commonly occur in particular orders, forming semantically meaningful human activities. Conventional action recognition approaches focus on…

Cited by 88PDFcodeScholar
2019

Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration

CVPR 2019oral

Previous works utilized "smaller-norm-less-important" criterion to prune filters with smaller norm values in a convolutional neural network. In this paper, we analyze this norm-based criterion and point out that its effectiveness depends on two requirements that are not always met: (1) the norm de…

Cited by 1523PDFcodeScholar