Search Results for author: Yan Shu

Found 3 papers, 0 papers with code

Condensing a Sequence to One Informative Frame for Video Recognition

no code implementations ICCV 2021 Zhaofan Qiu, Ting Yao, Yan Shu, Chong-Wah Ngo, Tao Mei

This paper studies a two-step alternative that first condenses the video sequence to an informative "frame" and then exploits off-the-shelf image recognition system on the synthetic frame.

Motion Estimation Video Recognition

A Characterization of Mean Squared Error for Estimator with Bagging

no code implementations7 Aug 2019 Martin Mihelich, Charles Dognin, Yan Shu, Michael Blot

First, we prove that for any estimator, increasing the number of bagged estimators $N$ in the average can only reduce the MSE.

Deep Automated Multi-task Learning

no code implementations IJCNLP 2017 Davis Liang, Yan Shu

Our results show that training on a primary task in parallel with a secondary automated task improves both the convergence speed and accuracy for the primary task.

Multi-Task Learning Sentiment Analysis

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