LipschitzNormalizationforSelf-AttentionLayerswithApplicationtoGraphNeuralNetworksGeorgeDasoulas12KevinScaman1AladinVirmaux1Abstractclassification(Velickovicetal.,2018;Lietal.,2016)andcomputervision...
ADifferentiablePointProcesswithItsApplicationtoSpikingNeuralNetworksHiroshiKajino1Abstractraisesthefollowingquestion:howmuchofthecurrentper-formancegapscanbeattributedtothisdifferenceonneuralThispa...
LiftedDisjointPathswithApplicationinMultipleObjectTrackingAndreaHornakova1RobertoHenschel2BodoRosenhahn2PaulSwoboda1Abstracttectionsareremovedwhilecorrectdetectionsareassociatedtothecorrespondingid...
TargetTrackingforContextualBandits:ApplicationtoDemandSideManagementMargauxBre´ge`re123PierreGaillard3YannigGoude12GillesStoltz2Abstractblebythedevelopmentofenergystoragedevicessuchasbatteriesorev...
RegularizationinDirectableEnvironmentswithApplicationtoTetrisJanMalteLichtenberg1O¨zgu¨rS¸ims¸ek1Abstractonregularization.Specifically,weproposeamodelthatintroducesabiastowardgivingallfeaturese...
ProjectionontoMinkowskiSumswithApplicationtoConstrainedLearningJoong-HoWon1JasonXu2KennethLange3AbstractBorwein,1993).Inmanytasks,however,theMinkowskisumisamoreappropriateorusefuloperationtoconside...
OptimalTransportforstructureddatawithApplicationongraphsTitouanVayer1LaetitiaChapel1Re´miFlamary2RomainTavenard3NicolasCourty1Abstractevenimages(Bach&Harchaoui,2007).Thisworkconsiderstheproblemofc...
MolecularHypergraphGrammarwithItsApplicationtoMolecularOptimizationHiroshiKajino1Abstractproblemistoobtainm∈Msuchthat,Molecularoptimizationaimstodiscovernovelm=argmaxf(m),(1)moleculeswithdesirable...
AdversarialGenerationofTime-FrequencyFeatureswithApplicationinaudiosynthesisAndre´sMarafioti1NickiHolighaus1Nathanae¨lPerraudin2PiotrMajdak1Abstracttrainedsimultaneouslyinatwo-playermin-maxgame:T...
StructuredOutputLearningwithAbstention:ApplicationtoAccurateOpinionPredictionAlexandreGarcia1SlimEssid1ChloéClavel1Florenced’Alché-Buc1Abstractetal.,2016)hasevolvedtowardsamoreinvolvedmachinelea...
LinearSpectralEstimatorsandanApplicationtoPhaseRetrievalRaminaGhods1AndrewS.Lan2TomGoldstein3ChristophStuder1AbstractexistingresultsonphaseretrievalthatassumerandomnessinthemeasurementmatrixA,wefoc...