Rethinking ResNets: Improved Stacking Strategies With High Order Schemes

no code implementations • 28 Mar 2021 • Zhengbo Luo, Zitang Sun, Weilian Zhou, Zizhang Wu, Sei-ichiro Kamata

We show that the widely used DNN design strategy, constantly stacking a small design (usually 2-3 layers), could be easily improved, supported by solid theoretical knowledge and with no extra parameters needed.

Vocal Bursts Intensity Prediction

Fast Non-local Stereo Matching based on Hierarchical Disparity Prediction

no code implementations • 28 Sep 2015 • Xuan Luo, Xuejiao Bai, Shuo Li, Hongtao Lu, Sei-ichiro Kamata

This is partially because our DTs overcome the extreme greediness of the MST.

Stereo Matching Stereo Matching Hand