TwoHeadsareBetterThanOne:Hypergraph-EnhancedGraphReasoningforVisualEventRatiocinationWenboZheng12LanYan23ChaoGou4Fei-YueWang2Abstract1.IntroductiOnevenwithastillimage,humanscanratiocinateInaclassro...
OneforOne,orAllforAll:EquilibriaandOptimalityofCollaborationinFederatedLearningAvrimBlum1NikaHaghtalab2RichardLanasPhillips3HanShao1Abstractpitals(Wenetal.,2019;Powell,2019)anddevices(McMa-han&Rama...
OnePassLateFusionMulti-viewClusteringXinwangLiu1LiLiu1QingLiao2SiweiWang1YiZhang1WenxuanTu1ChangTang3JiyuanLiu1EnZhu1Abstracttodifferentwaysinfusingviews,existingMVCcanberoughlygroupedintothreecate...
Megaverse:SimulatingEmbodiedAgentsatOneMilliOnexperiencesperSecondAlekseiPetrenko12ErikWijmans13BrennanShacklett4VladlenKoltun1Figure1.Megaverseisanewresearchplatformthatsupportssimulatingembodieda...
ReadyPolicyOne:WorldBuildingThroughActiveLearningPhilipJ.Ball1JackParker-Holder1AldoPacchiano2KrzysztofChoromanski3StephenRoberts1Abstractenvironment)thatcanbeleveragedacrossmanydifferenttasks(tran...
OptimalSequentialMaximizationOneInterviewisEnough!MoeinFalahatgar1AlonOrlitsky2VenkatadheerajPichapati1Abstractreturnsofallstocksonagivenday;andpartialknowl-edge,wherethelearnerobservestheoutcomeso...
OneSizeFitsAll:CanWeTrainOneDenoiserforAllNoiseLevels?AbhiramGnansambandam1StanleyH.Chan12Abstractarguablyuniversalforalllearning-basedestimators.Whensuchaproblemarises,themoststraight-forwardsolut...
InvolutiveMCMC:aUnifyingFrameworkKirillNeklyudov12MaxWelling34EvgeniiEgorov5DmitryVetrov12AbstractName&CitationAppendixMetropolis-Hastings(Hastings,1970)B.1MarkovChainMonteCarlo(MCMC)isacompu-Mixtu...
AutomaticClassifiersasScientificInstruments:OneStepFurtherAwayfromGround-TruthJacobWhitehill1AnandRamakrishnan1Abstractotherfieldsbyservingasscientificinstrumentsthatcanmeasurebehavioral,medical,so...
LearningOneConvolutionalLayerwithOverlappingPatchesSurbhiGoel1AdamKlivans1RaghuMeka2Abstractlowedbyaveragepooling(Figure1).Moreformally,forWegivethefirstprovablyefficientalgorithmforaninputimagex,w...