DirectedGraphEmbeddingsinPseudo-RiemannianManifoldsAaronSim1MaciejWiatrak1AngusBrayne1Pa´id´ıCreed1SaeePaliwal1Abstractattractableranks,withoutlossofinformation(Nickeletal.,2011;Bouchardetal.,20...
ConnectingSphereManifoldsHierarchicallyforRegularizationDamienScieur1YoungsungKim2Abstractbetweenclasses(Bilaletal.,2017).ThispaperconsidersclassificationproblemswithToalleviatethisproblem,inthisst...
BayesianQuadratureonRiemannianDataManifoldsChristianFro¨hlich1AlexandraGessner12PhilippHennig12BernhardScho¨lkopf2GeorgiosArvanitidis2AbstractFigure1.ALANDonaproteintrajectorymanifoldoftheenzymea...
LearningFlatLatentManifoldswithVAEsNutanChen1AlexejKlushyn1FrancescoFerroni2JustinBayer1PatrickvanderSmagt1Abstractfunction.Computervisionpipelines,e.g.trackingovertime,performmatchingbasedonsimila...
LearningDisconnectedManifolds:anoGAN’slandUgoTanielian12ThibautIssenhuth2ElvisDohmatob2JérémieMary2Abstract(a)Heatmapofthegenerator’sJaco-biannorm.Whitecircles:quantilesTypicalarchitecturesofGe...
EmergenceofSeparableManifoldsinDeepLanguageRepresentationsJonathanMamou1HangLe2MiguelADelRio2CoryStephenson1HanlinTang1YoonKim3SueYeonChung24Abstract1.IntroductionandRelatedWorkDeepneuralnetworks(D...
ActiveManifolds:Anon-linearanaloguetoActiveSubspacesRobertA.Bridges1AnthonyD.Gruber21ChristopherR.Felder31MikiE.Verma1ChelseyHoff1Abstractarefrequentlysubjecttoquestionsofsensitivity,andtoprioritiz...
MAGAN:AligningBiologicalManifoldsMatthewAmodio1SmitaKrishnaswamy21AbstractFigure1.Thereareexponentiallymanymappingsthatsuperim-posethetwoManifolds,foolingaGAN’sdiscriminator.Byalign-Itisincreasing...
LearningTextureManifoldswiththePeriodicSpatialGANUrsBergmann1NikolayJetchev1RolandVollgraf1Abstract&Leung,1999;Efros&Freeman,2001),wherepixelsorpatchesofthesourceimageareresampledandcopiednextThisp...
DensityLevelSetEstimationonManifoldswithDBSCANHeinrichJiang1Abstractthedataset(andremainingpointsnotreachablefromanycore-pointareconsiderednoise).ThispartitioningistheWeshowthatDBSCANcanestimatethe...