SoundDet:PolyphonicSoundEventDetectionandLocalizationfromRawWaveformYuhangHe1NikiTrigoni1AndrewMarkham1Abstract1.IntroductionWepresentanewframeworkSoundDet,whichAcousticsourcedetection,classificati...
LearningtoPriceAgainstaMovingTargetRenatoPaesLeme1BalasubramanianSivan1YifengTeng2PratikWorah1Abstractparametricnoise(Shahetal.,2019;Krishnamurthyetal.,2020).Allthosemodelsarestationaryinthesenseth...
FollowtheMovingLeaderinDeepLearningShuaiZheng1JamesT.Kwok1Abstractever,trainingdeepnetworksisdifficultastheoptimiza-tioncansufferfrompathologicalcurvatureandgetstuckDeepnetworksarehighlynonlinearan...