InterpretingandDisentanglingFeatureComponentsofVariousComplexityfromDNNsJieRen1MingjieLi1ZexuLiu1QuanshiZhang12Abstract?(?)=????+????+?????+??Thispaperaimstodefine,visualize,andana...
InterpretingRobustOptimizationviaAdversarialInfluenceFunctionsZhunDeng1CynthiaDwork1JialiangWang1LinjunZhang2AbstracttionforamodelMisformulatedasRobustoptimizationhasbeenwidelyusedinminEx,ymaxl(θM...
InterpretingAdversariallyTrainedConvolutionalNeuralNetworksTianyuanZhang1ZhanxingZhu234AbstractAlongthisline,somerecentworksshowedthatstandardCNNstrainedonImageNetmaketheirpredictionsrelyonWeattemp...