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标签“Deep”的相关文档，共250条

Watermarking Deep Neural Networks with Greedy Residuals
WatermarkingDeepNeuralNetworkswithGreedyResidualsHanwenLiu1ZhenyuWeng1YueshengZhu1Abstractandprivacyissues(Shokrietal.,2017;Songetal.,2017;Salemetal.,2019),andthusthemodelsareconsideredtoDeepneural...
Neural Networks with Deep Greedy
2023-11-16 19:42:248987.82 MB7
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Understanding Failures in Out-of-Distribution Detection with Deep Generative Models
UnderstandingFailuresinOut-of-DistributionDetectionwithDeepGenerativeModelsLilyH.Zhang1MarkGoldstein1RajeshRanganath1Abstractdistribution,estimatedviaamodel(Bishop,1994).Deepgenerativemodels(DGMs)s...
with Deep in Detection Failures
2023-11-16 19:42:1715404.06 MB23
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Streaming Bayesian Deep Tensor Factorization
StreamingBayesianDeepTensorFactorizationShikaiFang1ZhengWang1ZhimengPan1JiLiu23ShandianZhe1Abstractbeabletoestimateallkindsofcomplicated(e.g.,highlynonlinear)mappings.Themostrecentwork(Liuetal.,Des...
Deep Bayesian Tensor Factorization Streaming
2023-11-16 19:41:58810961.1 KB29
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Spectral Normalisation for Deep Reinforcement Learning An Optimisation Perspective
SpectralNormalisationforDeepReinforcementLearning:AnOptimisationPerspectiveFlorinGogianu12TudorBerariu3MihaelaRosca45ClaudiaClopath34LucianBusoniu2RazvanPascanu4AbstractFigure1:Optimisationrivalsal...
Learning for An Reinforcement Deep
2023-11-16 19:41:555742.24 MB19
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Simultaneous Similarity-based Self-Distillation for Deep Metric Learning
SimultaneousSimilarity-basedSelf-DistillationforDeepMetricLearningKarstenRoth12TimoMilbich2Bjo¨rnOmmer2JosephPaulCohen3MarzyehGhassemi41Abstractthatembeddingspacedimensionalitycanbeadriverforgener...
Learning for Deep Metric Simultaneous
2023-11-16 19:41:4814342.59 MB17
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Signatured Deep Fictitious Play for Mean Field Games with Common Noise
SignaturedDeepFictitiousPlayforMeanFieldGameswithCommonNoiseMingMin1RuimengHu12Abstractrealisticmodels,theproblemusuallylackstractabilityandneedsnumericalmethods.WithalargenumberofplayersExistingde...
for Deep Mean Field Fictitious
2023-11-16 19:41:4813046.7 MB4
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Self-Tuning for Data-Efficient Deep Learning
Self-TuningforData-EfﬁcientDeepLearningXimeiWang1JinghanGao1MingshengLong1JianminWang1Abstractmustbedonebyanexpertsuchasadoctorinmedicalapplications.Tomitigatetherequirementforlabeleddata,Deeplear...
Learning for Deep Data-Efficient Self-Tuning
2023-11-16 19:41:451995637.37 KB25
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SCC an efficient Deep reinforcement learning agent mastering the game of StarCraft II
SCC:anEfﬁcientDeepReinforcementLearningAgentMasteringtheGameofStarCraftIIXiangjunWang1JunxiaoSong1PenghuiQi1PengPeng1ZhenkunTang1WeiZhang1WeiminLi1XiongjunPi1JujieHe1ChaoGao1HaitaoLong1QuanYuan1Ab...
Learning Efficient An Reinforcement Deep
2023-11-16 19:41:4318121.31 MB28
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Scaling Properties of Deep Residual Networks
ScalingPropertiesofDeepResidualNetworksAlain–SamCohen1RamaCont2AlainRossier21RenyuanXu2Abstractwhereh(kL)isthehiddenstateatlayerk=0,...,L,h(0L)=x∈Rdtheinput,h(LL)∈Rdtheoutput,σ:R→Risanon-Resid...
of Networks Deep Scaling Properties
2023-11-16 19:41:421301834.44 KB26
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Revealing the Structure of Deep Neural Networks via Convex Duality
RevealingtheStructureofDeepNeuralNetworksviaConvexDualityTolgaErgen1MertPilanci1Abstractwheretwo-layerReLUnetworkswiththeminimumEu-clideannormsolutionandzerotrainingerrorareprovenWestudyregularized...
of Neural Networks Deep the
2023-11-16 19:41:3312261.51 MB22
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REPAINT Knowledge Transfer in Deep Reinforcement Learning
REPAINT:KnowledgeTransferinDeepReinforcementLearningYunzheTao1SahikaGenc1JonathanChung1TaoSun1SunilMallya1Abstractimproveperformanceonothertasks.AcceleratinglearningprocessesforcomplextasksTransfer...
Learning Reinforcement Deep in Transfer
2023-11-16 19:41:3112335.59 MB16
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Whittle Networks A Deep Likelihood Model for Time Series
WhittleNetworks:ADeepLikelihoodModelforTimeSeriesZhongjieYu1FabrizioVentola1KristianKersting12Abstract2015).Consider,e.g.,thestockpricechangesofindus-trialsectorsshowninFig.1(Left).Thedropinlate201...
for Networks Model Deep Time
2023-11-16 19:41:2717722.17 MB21
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Quasi-global Momentum Accelerating Decentralized Deep Learning on Heterogeneous Data
Quasi-GlobalMomentum:AcceleratingDecentralizedDeepLearningonHeterogeneousDataTaoLin1SaiPraneethKarimireddy1SebastianU.Stich1MartinJaggi1Abstractiskeptlocally(nevertransmittedduringtraining).Decentr...
Learning on Deep Momentum Decentralized
2023-11-16 19:28:3717598.84 MB1
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Practical and Private (Deep) Learning Without Sampling or Shuffling
PracticalandPrivate(Deep)LearningWithoutSamplingorShufﬂingPeterKairouz1BrendanMcMahan1ShuangSong1OmThakkar1AbhraDeepThakurta1ZhengXu1Abstractinthecontextofdistributedsettingslikefederatedlearn-ing...
Learning Sampling and Deep without
2023-11-16 19:28:3019344.83 MB5
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On-Policy Deep Reinforcement Learning for the Average-Reward Criterion
On-PolicyDeepReinforcementLearningfortheAverage-RewardCriterionYimingZhang1KeithW.Ross21AbstractHaarnojaetal.,2018)orinaqueuingscenario(Tadepalli&Ok,1994;Sutton&Barto,2018),thereisnonaturalsep-Wede...
Learning for Reinforcement Deep the
2023-11-16 19:28:241004805.15 KB2
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Recovering AES Keys with a Deep Cold Boot Attack
RecoveringAESKeyswithaDeepColdBootAttackItamarZimerman1EliyaNachmani12LiorWolf1Abstractkeybyexploitingthememoryleakageandtheredundancyofthekeyexpansionfunctionusedbytheencryptionmethod.Coldbootatta...
with Deep Recovering AES Keys
2023-11-16 19:28:2319301.02 MB25
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Non-Negative Bregman Divergence Minimization for Deep Direct Density Ratio Estimation
Non-NegativeBregmanDivergenceMinimizationforDeepDirectDensityRatioEstimationMasahiroKato1TakeshiTeshima2Abstractthedensityratiowhenanomaly-freeunlabeledtestdataareavailable(Hidoetal.,2008).Densityr...
for Deep Minimization Non-negative Divergence
2023-11-16 19:15:38863978.43 KB14
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Neural Transformation Learning for Deep Anomaly Detection Beyond Images
NeuralTransformationLearningforDeepAnomalyDetectionBeyondImagesChenQiu12TimoPfrommer1MariusKloft2StephanMandt3MajaRudolph1Abstractformationsareuseful,anditishardtodesignthesetrans-formationsmanuall...
Learning Neural for Deep Detection
2023-11-16 19:15:3613791.4 MB8
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Measuring Robustness in Deep Learning Based Compressive Sensing
MeasuringRobustnessinDeepLearningBasedCompressiveSensingMohammadZalbagiDarestani1AkshayS.Chaudhari2ReinhardHeckel13Abstractsiderthecompressivesensingproblemarisinginmagneticresonanceimaging(MRI),wh...
Learning Deep in Based Measuring
2023-11-16 19:05:151933755.1 KB25
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Leveraging Sparse Linear Layers for Debuggable Deep Networks
LeveragingSparseLinearLayersforDebuggableDeepNetworksEricWong1ShibaniSanturkar1AleksanderMa˛dry1Abstractmodel’sfailuremodesorevaluatecorrectiveinterventionswithoutin-depthproblem-speciﬁcstudies....
for Sparse Deep Linear Leveraging
2023-11-16 19:05:0810486.34 MB18
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