ImprovingBreadth-WiseBackpropagationinGraphNeuralNetworksHelpsLearningLong-RangeDependenciesDenisLukovnikov1AsjaFischer1Abstract2020),(2)over-smoothing(Lietal.,2018;Chenetal.,2019;Zhao&Akoglu,2020;...
RIFLE:BackpropagationinDepthforDeepTransferLearningthroughRe-InitializingtheFully-connectedLayErXingjianLi12HaoyiXiong1HaozheAn1ChengzhongXu23DejingDou1Abstract1.IntroductionFine-tuningthedeepconvo...
ARSM:Augment-REINFORCE-Swap-MergeEstimatorforGradientBackpropagationThroughCategoricalVariablesMingzhangYin1YuguangYue1MingyuanZhou2Abstractzk∈{1,2,...,C}asaunivariateC-waycategoricalvari-able,and...
DecoupledParallelBackpropagationwithConvergenceGuaranteeZhouyuanHuo1BinGu1QianYang1HengHuang1AbstractFigure1.Wesplitamultilayerfeedforwardneuralnetworkintothreemodules.Eachmoduleisastackoflayers.Ba...