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标签“simple”的相关文档，共26条

Uniform Convergence, Adversarial Spheres and a simple Remedy
UniformConvergence,AdversarialSpheresandasimpleRemedyGregorBachmann1Seyed-MohsenMoosavi-Dezfooli1ThomasHofmann1Abstractofuniformconvergenceasatooltoboundthecapacityofthemodel(Aroraetal.,2018;Bartle...
Adversarial and Convergence simple Uniform
2023-11-16 19:42:1917224.33 MB2
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SUNRISE A simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning
SUNRISE:AsimpleUniﬁedFrameworkforEnsembleLearninginDeepReinforcementLearningKiminLee1MichaelLaskin1AravindSrinivas1PieterAbbeel1Abstractefﬁcientmodel-freeRLalgorithmsthroughimprovementsinoff-poli...
Learning for simple Framework Unified
2023-11-16 19:42:001478997.68 KB6
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simple and Effective VAE Training with Calibrated Decoders
simpleandEffectiveVAETrainingwithCalibratedDecodersOlehRybkin1KostasDaniilidis1SergeyLevine2AbstractHowever,inpractice,manyoftheseapproachesrequirecarefulmanualtuningofthebalancebetweentwotermsthat...
and with simple Effective Training
2023-11-16 19:41:4813701.11 MB8
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SimAM A simple, Parameter-Free Attention Module for Convolutional Neural Networks
SimAM:Asimple,Parameter-FreeAttentionModuleforConvolutionalNeuralNetworksLingxiaoYang123Ru-YuanZhang45LidaLi6XiaohuaXie123AbstractResNet-50Inthispaper,weproposeaconceptuallysimple+SEbutveryeffectiv...
for simple Convolutional Attention Parameter-free
2023-11-16 19:41:4815231.5 MB6
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Revisiting Point Cloud Shape Classification with a simple and Effective Baseline
RevisitingPointCloudShapeClassiﬁcationwithasimpleandEffectiveBaselineAnkitGoyal1HeiLaw1BoweiLiu1AlejandroNewell1JiaDeng1AbstractFigure1.PerformanceofdifferentmodelsonModelNet40.Thoseusing>1024poin...
with simple Shape Classification Point
2023-11-16 19:41:341295581.11 KB16
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Predict then Interpolate A simple Algorithm to Learn Stable Classifiers
PredictthenInterpolate:AsimpleAlgorithmtoLearnStableClassiﬁersYujiaBao1ShiyuChang2ReginaBarzilay3Abstractthelabelmayvary.Insteadofhandcraftingenvironmentsbasedonexplicit,task-dependentbiases,these...
Algorithm simple to Learn Predict
2023-11-16 19:28:3018101.76 MB16
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PAGE A simple and Optimal Probabilistic Gradient Estimator for Nonconvex Optimization
PAGE:AsimpleandOptimalProbabilisticGradientEstimatorforNonconvexOptimizationZhizeLi1HongyanBao1XiangliangZhang1PeterRichta´rik1Abstract(Jain&Kar,2017).Drivenbytheappliedsuccessofdeepneuralnetworks...
and Gradient simple Optimal Probabilistic
2023-11-16 19:28:2710511.19 MB12
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EMaQ Expected-Max Q-Learning Operator for simple Yet Effective Offline and Online RL
EMaQ:Expected-MaxQ-LearningOperatorforsimpleYetEffectiveOfﬂineandOnlineRLSeyedKamyarSeyedGhasemipour12DaleSchuurmans3ShixiangShaneGu3Abstract1.IntroductionOff-policyreinforcementlearning(RL)holdst...
for Operator simple Q-learning EMaQ
2023-11-16 18:38:001495725.77 KB25
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Two simple Ways to Learn Individual Fairness Metric from Data
TwosimpleWaystoLearnIndividualFairnessMetricsfromDataDebarghyaMukherjee1MikhailYurochkin2MoulinathBanerjee1YuekaiSun1Abstractfeaturespaceinto(non-overlapping)protectedsubsetsandimposesinvarianceoft...
simple to Learn individual Fairness
2023-11-14 21:46:531266499.66 KB28
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simple and sharp analysis of k-means
simpleandSharpAnalysisofk-meansVa´clavRozhonˇ1AbstractIntheiralgorithmonepassesthroughthedatasetonlyfewtimestoextractasetofroughlyO(k)candidatecenters,Wepresentasimpleanalysisoffromwhichonelaterc...
of and Analysis simple k-Means
2023-11-14 21:46:251083304.9 KB22
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simple and Scalable Epistemic Uncertainty Estimation Using a Single Deep Deterministic Neural Network
UncertaintyEstimationUsingaSingleDeepDeterministicNeuralNetworkJoostvanAmersfoort1LewisSmith1YeeWhyeTeh2YarinGal1Abstract(a)DeepEnsembles(b)Ourmodel-DUQWeproposeamethodfortrainingadeterminis-Figure...
Using and simple Estimation Uncertainty
2023-11-14 21:46:249922.27 MB23
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simple and Deep Graph Convolutional Networks
simpleandDeepGraphConvolutionalNetworksMingChen1ZheweiWei234ZengfengHuang5BolinDing6YaliangLi6AbstractDespitetheirenormoussuccess,mostofthecurrentGCNmodelsareshallow.Mostoftherecentmodels,suchasGra...
Networks and Graph Deep simple
2023-11-14 21:46:249792.74 MB11
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Frustratingly simple Few-Shot Object Detection
FrustratinglysimpleFew-ShotObjectDetectionXinWang1ThomasE.Huang2TrevorDarrell1JosephE.Gonzalez1FisherYu1Abstract2017;Gidaris&Komodakis,2018;Wangetal.,2019a)haveexploredtechniquestotransferknowledge...
simple Detection Object Few-shot Frustratingly
2023-11-14 21:44:18645660.01 KB8
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Enhancing simple Models by Exploiting What They Already Know
EnhancingsimpleModelsbyExploitingWhatTheyAlreadyKnowAmitDhurandhar1KarthikeyanShanmugam1RonnyLuss1Abstract1.IntroductionTherehasbeenrecentinterestinimprovingper-simplemodelssuchasdecisiontreesorrul...
Models by simple Exploiting What
2023-11-14 21:44:021964358.31 KB9
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A simple Framework for Contrastive Learning of Visual Representations
AsimpleFrameworkforContrastiveLearningofVisualRepresentationsTingChen1SimonKornblith1MohammadNorouzi1GeoffreyHinton1AbstractFigure1.ImageNetTop-1accuracyoflinearclassiﬁerstrainedonrepresentationsl...
Learning of for simple Framework
2023-11-14 21:42:536713.17 MB19
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simple Black-box Adversarial Attacks
simpleBlack-boxAdversarialAttacksChuanGuo1JacobR.Gardner2YurongYou1AndrewGordonWilson1KilianQ.Weinberger1Abstractwhereasblack-boxattacksrequireonlyqueriestothetargetmodelthatmayreturncompleteorpart...
Adversarial simple Black-box Attacks
2023-11-13 14:48:3416994.69 MB15
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simple Stochastic Gradient Methods for Non-Smooth Non-Convex Regularized Optimization
simpleStochasticGradientMethodsforNon-SmoothNon-ConvexRegularizedOptimizationMichaelR.Metel1AkikoTakeda12Abstractwherefj(w)=F(w,ξj)andhasaLipschitzcontinuousgradient.Ourworkfocusesonstochasticgrad...
for Non-Smooth Gradient Methods Stochastic
2023-11-13 14:48:331862337.63 KB27
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Fast and simple Natural-Gradient Variational Inference with Mixture of Exponential-family Approximations
FastandsimpleNatural-GradientVariationalInferencewithMixtureofExponential-familyApproximationsWuLin1MohammadEmtiyazKhan2MarkSchmidt1AbstractMinimalMixtureofEFExamplesofMCEFsConditionallyCurvedEFFin...
Inference Variational and with simple
2023-11-13 14:47:098362.99 MB13
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Composable Core-sets for Determinant Maximization A simple Near-Optimal Algorithm
ComposableCore-setsforDeterminantMaximization:AsimpleNear-OptimalAlgorithmPiotrIndyk1SepidehMahabadi2ShayanOveisGharan3AlirezaRezaei3AbstracttheparallelepipedspannedbythepointsinS.Thisproblemandits...
for Maximization simple Near-Optimal Composable
2023-11-13 14:46:41942522.25 KB3
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Cheap Orthogonal Constraints in Neural Networks A simple Parametrization of the Orthogonal and Unitary Group
CheapOrthogonalConstraintsinNeuralNetworks:AsimpleParametrizationoftheOrthogonalandUnitaryGroupMarioLezcano-Casado1DavidMart´ınez-Rubio2Abstractexponentiallyfastwiththenumberoftime-stepswhenevert...
Neural Networks simple in Orthogonal
2023-11-13 14:46:371197475.01 KB14
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