ViLT:Vision-and-LanguageTransformerWithoutConvolutionorRegionSupervisionWonjaeKim1†BokyungSon1IldooKim2AbstractVisualEmbeddingSchemaVision-and-LanguagePre-training(VLP)hasim-RegionFeatureImageCNNR...
TobeRobustortobeFair:TowardsFairnessinAdversarialTrainingHanXu1XiaoruiLiu1YaxinLi1AnilK.Jain1JiliangTang1Abstracttobewronglyclassified:AdversarialtrainingalgorithmshavebeenprovedminEmaxL(f(x+δ),y)...
OneforOne,orAllforAll:EquilibriaandOptimalityofCollaborationinFederatedLearningAvrimBlum1NikaHaghtalab2RichardLanasPhillips3HanShao1Abstractpitals(Wenetal.,2019;Powell,2019)anddevices(McMa-han&Rama...
Image-LevelorObject-Level?ATaleofTworesamplingStrategiesforLong-TailedDetectionNadineChang1ZhidingYu2Yu-XiongWang3AnimaAnandkumar24SanjaFidler256JoseM.Alvarez2AbstractMemoryBank(RoIFeat+BoxLoc)Trai...
UporDown?AdaptiveRoundingforPost-TrainingQuantizationMarkusNagel1RanaAliAmjad1MartvanBaalen1ChristosLouizos1TijmenBlankevoort1Abstractcations,andevendedicatedlow-powerhardware.Whenquantizingneuraln...
LosslessorQuantizedBoostingwithIntegerArithmeticRichardNock123RobertC.Williamson21Abstractvectormachines(Boseretal.,1992),etc..Tobecarriedoutintoday’ssettings,suchlong-livedalgorithmsrequirecareIn...
GainingFreeorLow-CostTransparencywithInterpretablePartialSubstituteTongWang1Abstractingtwosolutionsforfacilitatinghumanunderstandability.Thisworkaddressesthesituationwhereablack-Thefirstsolutionist...
Correlatedbanditsor:Howtominimizemean-squarederroronlineVinayPraneethBoda1PrashanthL.A.2Abstractbanditproblem,thisobjectiveinvolvesanestimationofthecorrelationstructureamongthevariousarms.Thisismo-...