14 citations · 16 across the 5 of their papers we have counts for
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cs.LG2021
Jitter: Random Jittering Loss Function
Zhicheng Cai, Chenglei Peng, Sidan Du
Regularization plays a vital role in machine learning optimization. One novel regularization method called flooding makes the training loss fluctuate around the flooding level. It…
cs.CV2021★ 2 cited
Reborn Mechanism: Rethinking the Negative Phase Information Flow in Convolutional Neural Network
Zhicheng Cai, Kaizhu Huang, Chenglei Peng
This paper proposes a novel nonlinear activation mechanism typically for convolutional neural network (CNN), named as reborn mechanism. In sharp contrast to ReLU which cuts off the…