StochasticIterativeGraphMatchingLinfengLiu1MichaelC.Hughes1SohaHassoun12Li-PingLiu1AbstractLearning-basedgraphMatching(Caetanoetal.,2009;ZanfirandSminchisescu,2018;Yuetal.,2020;Wangetal.,2019a;Rece...
PureExplorationandRegretMinimizationinMatchingBanditsFloreSentenac1JialinYi2Cle´mentCalauze`nes3VianneyPerchet4MilanVojnovic´2Abstractonlineadvertising,wheretheprobabilitythatauserclicksonanaddep...
OfMomentsandMatching:AGame-TheoreticFrameworkforClosingtheImitationGapGokulSwamy1SanjibanChoudhury2J.AndrewBagnell12ZhiweiStevenWu3AbstractE()f()E()f()E()f()Weprovideaunifyingviewofalargefamilyof(a...
NeuralFeatureMatchinginImplicit3DRepresentationsYunluChen1BasuraFernando2HakanBilen3ThomasMensink41EfstratiosGavves1AbstractsourceappearancefeaturefittingMatchingRecently,neuralimplicitfunctionshav...
IntegratedDefenseforResilientGraphMatchingJiaxiangRen1ZijieZhang1JiayinJin1XinZhao1SixingWu2YangZhou1YelongShen3TianshiChe1RuomingJin4DejingDou56AbstractZhang&Tong,2016;Muetal.,2016;Heimannetal.,20...
GRAD-MATCH:GradientMatchingbasedDataSubsetSelectionforEfficientDeepModelTrainingKrishnatejaKillamsetty1DurgaSivasubramanian2GaneshRamakrishnan2AbirDe2RishabhIyer1Abstractlossintestaccuracy?Thegreat...
LAMDA:LabelMatchingDeepDomainAdaptationTrungLe1TuanNguyen1NhatHo2HungBui3DinhPhung13Abstractconsumingtocollectandlabelhigh-qualitydatasufficientlylargetotrainaccuratedeepmodels,suchasinthedomainDee...
DomainGeneralizationusingCausalMatchingDivyatMahajan1ShrutiTople2AmitSharma1Abstractthedifferentdomainssharesome“stable”featureswhoserelationshipwiththeoutputisinvariantacrossdomains(Pi-Inthedoma...
Confidence-BudgetMatchingforSequentialBudgetedLearningYonathanEfroni∗1NadavMerlis∗2AadirupaSaha1ShieMannor23AbstractTosolvesuchproblems,mostworkssharethesameabstractinteractionmodel.Ateachround,a...
SpectralGraphMatchingandRegularizedQuadraticRelaxations:AlgorithmandTheoryZhouFan1ChengMao2YihongWu1JiamingXu3Abstractcomputationalbiology(Singhetal.,2008;Kazemietal.,2016).FindingthebestMatchingbe...
OnlineBayesianMomentMatchingbasedSATSolverHeuristicsHaonanDuan12SaeedNejati1GeorgeTrimponias3PascalPoupart12VijayGanesh1Abstractsuchasverification(Bradley,2011),testing(Cadaretal.,2008),security(Av...
LGM-Net:LearningtoGenerateMatchingNetworksforFew-ShotLearningHuaiyuLi12WeimingDong1XingMei3ChongyangMa4FeiyueHuang5Bao-GangHu1Abstracttimearestillrequired,becauseeachtaskisindependentlyconsideredan...
KernelMeanMatchingforContentAddressabilityofGANsWittawatJitkrittum1PatsornSangkloy2MuhammadWaleedGondal1AmitRaj2JamesHays2BernhardSchölkopf1AbstractInimagegenerativemodeling,itisdesirabletohavecon...
Gromov-WassersteinLearningforGraphMatchingandNodeEmbeddingHongtengXu12DixinLuo2HongyuanZha3LawrenceCarin2AbstractRelationalMatchingbetweengraphs5AnovelGromov-WassersteinlearningframeworkCost=d(A,D)...
GraphMatchingNetworksforLearningtheSimilarityofGraphStructuredObjectsYujiaLi1ChenjieGu1ThomasDullien2OriolVinyals1PushmeetKohli1AbstractInthepastfewyearsgraphneuralnetworks(GNNs)haveemergedasaneffe...
DistributedWeightedMatchingviaRandomizedComposableCoresetsSepehrAssadi1MohammadHosseinBateni2VahabMirrokni2AbstractBergeretal.,2008).Otherapplicationsareintradingmar-ketsandcomputationaladvertising...
SignalandNoiseStatisticsObliviousOrthogonalMatchingPursuitSreejithKallummil1SheetalKalyani2AbstractAnumberofalgorithmslikeleastabsoluteshrinkageandselectionoperator(LASSO)(Tropp,2006;Tibshirani,199...
ProportionalAllocation:Simple,Distributed,andDiverseMatchingwithHighEntropyShipraAgrawal1VahabMirrokni2MortezaZadimoghaddam2Abstractmains,includingcomputervision(Belongieetal.,2002),estimatingtexts...