InterpretableStabilityBoundsforSpectralGraphFiltersHenryKenlay1DorinaThanou2XiaowenDong1Abstractaubiquitoustooldesignedtoprocessgraph-structureddata.Inadditiontovarioussignalprocessingtasks(Shumane...
AdversarialFiltersofDatasetBiasesRonanLeBras1SwabhaSwayamdipta1ChandraBhagavatula1RowanZellers12MatthewE.Peters1AshishSabharwal1YejinChoi12Abstractwild”(Eykholtetal.,2018;Jia&Liang,2017).Thisphe-n...
Meta-LearningNeuralBloomFiltersJackWRae12SergeyBartunov1TimothyPLillicrap12Abstracttives.OnecanfindBloomFiltersembeddedwithinawiderangeofproductionsystems;fromnetworksecurity(Ger-Therehasbeenarecen...
GeometryAwareConvolutionalFiltersforOmnidirectionalImagesRepresentationRenataKhasanova1PascalFrossard1Abstract(a)(b)(c)Duetotheirwidefieldofview,omnidirectionalFigure1.Adaptationofthesizeandshapeof...
SplineFiltersForEnd-to-EndDeepLearningRandallBalestriero1RomainCosentino1Herve´Glotin2RichardBaraniuk1AbstractWhileprovidingafullyautomatedapproach,DNNs’per-formancesdependonthenumberofperturbati...
BeyondFilters:CompactFeatureMapforPortableDeepModelYunheWang1ChangXu2ChaoXu1DachengTao2Abstractsignificantredundancyinmostofexistingconvolutionalneuralnetworks.Forinstance,theResNet-50(Heetal.,Conv...