K-shotNAS:LearnableWeight-SharingforNASwithK-shotSupernetsXiuSu1ShanYou23MingkaiZheng2FeiWang2ChenQian2ChangshuiZhang3ChangXu1Abstractefforthavedevotedtodesigningsophisticatedstructures,suchasResNe...
SoftThresholdWeightReparameterizationforLearnableSparsityAdityaKusupati1VivekRamanujan2RaghavSomani1MitchellWortsman1PrateekJain3ShamKakade1AliFarhadi1Abstractbottleneckinthereal-worlddeploymentoft...
LearnableGroupTransformForTime-SeriesRomainCosentino1BehnaamAazhang1AbstractAcommonapproachtoperforminginferenceontime-seriesconsistsofbuildingaDeepNeuralNetwork(DNN)thatWeproposeanovelapproachtofi...
BreakingtheSoftmaxBottleneckviaLearnableMonotonicPointwiseNon-linearitiesOctavian-EugenGanea1SylvainGelly2GaryBécigneul1AliakseiSeveryn3AbstractbyaSoftmaxfunctiontooutputaprobabilitydistributionov...
GraphNetworksasLearnablePhysicsEnginesforInferenceandControlAlvaroSanchez-Gonzalez1NicolasHeess1JostTobiasSpringenberg1JoshMerel1MartinRiedmiller1RaiaHadsell1PeterBattaglia1AbstractPendulumCartpole...