TwoHeadsareBetterThanOne:Hypergraph-EnhancedGraphReasoningforVisualEventRatiocinationWenboZheng12LanYan23ChaoGou4Fei-YueWang2Abstract1.IntroductionEvenwithastillimage,humanscanratiocinateInaclassro...
Image-LevelorObject-Level?ATaleofTwoResamplingStrategiesforLong-TailedDetectionNadineChang1ZhidingYu2Yu-XiongWang3AnimaAnandkumar24SanjaFidler256JoseM.Alvarez2AbstractMemoryBank(RoIFeat+BoxLoc)Trai...
GlobalOptimalityBeyondTwoLayers:TrainingDeepReLUNeTworksviaConvexProgramsTolgaErgen1MertPilanci1AbstractOutputUnderstandingthefundamentalmechanismbe-InputhindthesuccessofdeepneuralneTworksisoneofth...
ATaleofTwoEfficientandInformativeNegativeSamplingDistributionsShabnamDaghaghi1TharunMedini1NicholasMeisburger2BeidiChen3MengnanZhao1AnshumaliShrivastava21AbstractAIproblemsarecurrentlymodeledasmass...
TwoSimpleWaystoLearnIndividualFairnessMetricsfromDataDebarghyaMukherjee1MikhailYurochkin2MoulinathBanerjee1YuekaiSun1Abstractfeaturespaceinto(non-overlapping)protectedsubsetsandimposesinvarianceoft...
TwoRoutestoScalableCreditAssignmentwithoutWeightSymmetryDanielKunin1AranNayebi2JavierSagastuy-Brena1SuryaGanguli3JonathanM.Bloom45DanielL.K.Yamins678Abstractforcreditassignmentwithoutweightsymmetry...
OnaProjectiveEnsembleApproachtoTwoSampleTestforEqualityofDistributionsZhimeiLi1YaowuZhang1AbstracttestingfortheequalityofTwodistributions,i.e.,Inthiswork,weproposearobusttestforthemul-H0:F=GversusH...
LearningaMixtureofTwoMultinomialLogitsFlavioChierichetti1RaviKumar2AndrewTomkins2Abstractnoknownpolynomial-timealgorithmstolearn(exactlyorapproximately)anynon-trivialmixtureofmultinomiallo-Theclass...
OrdinalGraphicalModels:ATaleofTwoApproachesArunSaiSuggala1EunhoYang23PradeepRavikumar1Abstractvariables.Thisconditionalindependencestructurepro-videsuswithusefulinsightsabouthowdifferentvariablesUn...