SegmentingHybridTrajectoriesusingLatentODEsRuianShi12QuaidMorris123Abstracttioncharacteristics,suchastherateofencounter,andrateofsuccessfulpredationperencounter.WhentheseparametersSmoothdynamicsint...
WorldModelasaGraph:LearningLatentLandmarksforPlanningLunjunZhang12GeYang3BradlyStadie4Abstract1.IntroductionPlanning,theabilitytoanalyzethestructureofaAnintelligentagentshouldbeabletosolvedifficult...
OnEstimationinLatentVariableModelsGuanhuaFang,PingLiCognitiveComputingLabBaiduResearch10900NE8thStBellevueWA98004USA{guanhuafang,liping11}@baidu.comAbstractvariablescanbeaggregatedinamodeltoreprese...
LEGO:LatentExecution-GuidedReasoningforMulti-HopQuestionAnsweringonKnowledgeGraphsHongyuRen1HanjunDai2BoDai2XinyunChen3MichihiroYasunaga1HaitianSun4DaleSchuurmans2JureLeskovec1DennyZhou2AbstractAns...
LatentSpaceEnergy-BasedModelofSymbol-VectorCouplingforTextGenerationandClassificationBoPang1YingNianWu1Abstractmostofpriormethodsfocusontheimprovementoftextgenerationqualitysuchasfluencyanddiversit...
LatentProgrammer:DiscreteLatentCodesforProgramSynthesisJoeyHong1DavidDohan1RishabhSingh1CharlesSutton1ManzilZaheer1Abstractwriteprograms.Synthesismethodsoftensearchthroughprogramsinanorderdetermine...
IsometricGaussianProcessLatentVariableModelforDissimilarityDataMartinJørgensen1SørenHauberg2AbstractPCAProbabilisticTopologyDistanceMDSWepresentaprobabilisticmodelwheretheLatentIsoMap()()variable...
InferringLatentDynamicsUnderlyingNeuralPopulationActivityviaNeuralDifferentialEquationsTimothyDoyeonKim1ThomasZhihaoLuo1JonathanW.Pillow12CarlosD.Brody13Abstractaneuralpopulationcancoordinatemoveme...
Discrete-ValuedLatentPreferenceMatrixEstimationwithGraphSideInformationChanghunJo1KangwookLee2Abstracthavestartedtouseasocialgraphtoresolvethecoldstartproblem.Forinstance,Jamali&Ester(2010)providea...
AutoencoderImageInterpolationbyShapingtheLatentSpaceAlonOring1ZoharYakhini1YacovHel-Or1Abstractexistingobjects,cameraparametersandadditionalscenecomponents,suchaslightingandthereflectivecharacteris...
StochasticLatentResidualVideoPredictionJean-YvesFranceschi1EdouardDelasalles1MickaëlChen1SylvainLamprier1PatrickGallinari12AbstractRecurrentNeuralNetworks(RNNs),whereeachgeneratedframeisfedbacktot...
PlanningtoExploreviaSelf-SupervisedWorldModelsRamananSekar1OlehRybkin1KostasDaniilidis1PieterAbbeel2DanijarHafner34DeepakPathak56AbstractModelLearningReinforcementlearningallowssolvingcomplexTaskAt...
Near-optimalsamplecomplexityboundsforlearningLatentk−polytopesandapplicationstoAd-MixturesChiranjibBhattacharyya1RavindranKannan2Abstractmixtrues,aproblemnottackledbefore.Ad-mixturesaregeneralizat...
MultilinearLatentConditioningforGeneratingUnseenAttributeCombinationsMarkosGeorgopoulos1GrigoriosChrysos1MajaPantic1YannisPanagakis2AbstractFigure1.SchematicoftheconditionalVAE(top)andtheproposedfr...
LearningStructuredLatentFactorsfromDependentData:AGenerativeModelFrameworkfromInformation-TheoreticPerspectiveRuixiangZhang12MasanoriKoyama3KatsuhikoIshiguro3Abstractbuilt-inratherheuristicwaystoen...
LearningFlatLatentManifoldswithVAEsNutanChen1AlexejKlushyn1FrancescoFerroni2JustinBayer1PatrickvanderSmagt1Abstractfunction.Computervisionpipelines,e.g.trackingovertime,performmatchingbasedonsimila...
LatentSpaceFactorisationandManipulationviaMatrixSubspaceProjectionXiaoLi12ChenghuaLin2RuizheLi2ChaozhengWang1FrankGuerin3Abstractabsent.Neverthelesswewouldlikeoursystemtosomehowisolatetheexplanator...
LatentVariableModellingwithHyperbolicNormalizingFlowsAvishekJoeyBose12AriellaSmofsky12RenjieLiao34PrakashPanangaden12WilliamL.Hamilton12Abstractℝ2ℍ2KThechoiceofapproximateposteriordistributionsℝ...