MultilinearLatentConditioningforGeneratingunseenAttributeCombinationsMarkosGeorgopoulos1GrigoriosChrysos1MajaPantic1YannisPanagakis2AbstractFigure1.SchematicoftheconditionalVAE(top)andtheproposedfr...
Confidence-CalibratedAdversarialTraining:GeneralizingtounseenAttacksDavidStutz1MatthiasHein2BerntSchiele1AbstractAdversarialTraining(AT):Ours(CCAT):Adversarialtrainingyieldsrobustmodelsagainsttrain...
INSPECTRE:PrivatelyEstimatingtheunseenJayadevAcharya1GautamKamath2ZitengSun1HuanyuZhang1Abstractraregeneticvariations(Zouetal.,2016).Wedevelopdifferentiallyprivatemethodsforesti-However,inmanysetti...
EstimatingtheunseenfrommultiplepopulationsAditiRaghunathan1GregoryValiant1JamesZou12AbstractspenttwoyearsinMalayatrappingbutterflies.Hefound118rarespeciesofbutterfliesforwhichhefoundonlyoneGivensam...