39 citations · 55 across the 6 of their papers we have counts for
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cs.LG2019★ 9 cited
PowerNet: Efficient Representations of Polynomials and Smooth Functions by Deep Neural Networks with Rectified Power Units
Bo Li, Shanshan Tang, Haijun Yu
Deep neural network with rectified linear units (ReLU) is getting more and more popular recently. However, the derivatives of the function represented by a ReLU network are not con…
cs.LG2018★ 2 cited
Application of Bounded Total Variation Denoising in Urban Traffic Analysis
Shanshan Tang, Haijun Yu
While it is believed that denoising is not always necessary in many big data applications, we show in this paper that denoising is helpful in urban traffic analysis by applying the…