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标签“Deep”的相关文档，共250条

Boosting Deep Neural Network Efficiency with Dual-Module Inference
BoostingDeepNeuralNetworkEfﬁciencywithDual-ModuleInferenceLiuLiu12LeiDeng2ZhaodongChen2YukeWang1ShuangchenLi3JingweiZhang3YihuaYang3ZhenyuGu3YufeiDing1YuanXie2Abstract2013;Heetal.,2019;Wangetal.,2...
Neural with Deep Network Boosting
2023-11-14 21:43:181864427.06 KB29
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Beyond Synthetic Noise Deep Learning on Controlled Noisy Labels
BeyondSyntheticNoise:DeepLearningonControlledNoisyLabelsLuJiang1DiHuang2MasonLiu3WeilongYang1AbstractHowever,duetothelackofsuitabledatasets,previousworkhasonlyexaminedDNNsoncontrolledsyntheticlabel...
Learning on Deep Beyond Synthetic
2023-11-14 21:43:1515991.32 MB27
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Bayesian Sparsification of Deep C-valued Networks
BayesianSparsiﬁcationofDeepC-valuedNetworksIvanNazarov1EvgenyBurnaev1AbstractthatcausedegeneratetransformationsinR-valuednetworkswithtwicethefeaturedimensions.Theirstudydemon-Withcontinualminiatur...
of Networks Deep Bayesian sparsification
2023-11-14 21:43:137352.88 MB5
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Analytic Marching An Analytic Meshing Solution from Deep Implicit Surface Networks
AnalyticMarching:AnAnalyticMeshingSolutionfromDeepImplicitSurfaceNetworksJiabaoLei12KuiJia12Abstract(Botschetal.,2010).Forexample,oneofthemostpopu-larrepresentationsispolygonalmeshthatapproximatesa...
from An Analytic Deep Marching
2023-11-14 21:43:0617413.01 MB5
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An Optimistic Perspective on Offline Deep Reinforcement Learning
AnOptimisticPerspectiveonOfﬂineReinforcementLearningRishabhAgarwal1DaleSchuurmans12MohammadNorouzi1Abstractunsafe,orrequireahigh-ﬁdelitysimulatorthatisoftendifﬁ-culttobuild(Dulac-Arnoldetal.,201...
An Reinforcement on Deep Perspective
2023-11-14 21:43:0610131.06 MB10
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Abstraction Mechanisms Predict Generalization in Deep Neural Networks
AbstractionMechanismsPredictGeneralizationinDeepNeuralNetworksAlexGain1HavaSiegelmann2Abstractmorepuzzlingistheirabilitytomemorizerandomdatasets(Zhangetal.,2016;Yunetal.,2019).Inpartduetothis,Along...
Neural Deep in generalization Mechanisms
2023-11-14 21:42:5412222.98 MB14
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A Mean Field Analysis Of Deep ResNet And Beyond Towards Provably Optimization Via Overparameterization From Depth
AMean-ﬁeldAnalysisofDeepResNetandBeyond:TowardsProvableOptimizationViaOverparameterizationFromDepthYipingLu1ChaoMa2YulongLu3JianfengLu3LexingYing4Abstract1.IntroductionTrainingDeepneuralnetworkswi...
of and Analysis Deep Mean
2023-11-14 21:42:521780397.05 KB1
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Variational Russian Roulette for Deep Bayesian Nonparametrics
VariationalRussianRouletteforDeepBayesianNonparametricsKaiXu1AkashSrivastava12CharlesSutton134Abstractfetprocess(IBP)priorisarepresentationlearningmethodthatinfersalatentbinaryvectorforeachdatapoin...
for Variational Deep Bayesian Russian
2023-11-13 14:48:5713686.43 MB21
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Unsupervised Deep Learning by Neighbourhood Discovery
UnsupervisedDeepLearningbyNeighbourhoodDiscoveryJiaboHuang1QiDong1ShaogangGong1XiatianZhu2Abstractturerepresentations,whichhasrecentlydrawnincreasingattention(Wuetal.,2018;Caronetal.,2018).Deepconv...
Learning by Deep Unsupervised Discovery
2023-11-13 14:48:556571.56 MB30
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Understanding and Utilizing Deep Neural Networks Trained with Noisy Labels
UnderstandingandUtilizingDeepNeuralNetworksTrainedwithNoisyLabelsPengfeiChen12BenbenLiao2GuangyongChen2ShengyuZhang12AbstractbasedonwhichwecandesignspeciﬁcmethodstotrainDNNsrobustlyinpracticalappl...
Neural Networks and Deep Understanding
2023-11-13 14:48:5318813.28 MB21
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Transferable Clean-Label Poisoning Attacks on Deep Neural Nets
TransferableClean-LabelPoisoningAttacksonDeepNeuralNetsChenZhu1W.RonnyHuang1AliShafahi1HengduoLi1GavinTaylor2ChristophStuder3TomGoldstein1Abstract2017).Incontrasttoevasionattacks(Biggioetal.,2013;S...
Neural on Deep Attacks Transferable
2023-11-13 14:48:5218515.6 MB27
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Trajectory-Based Off-Policy Deep Reinforcement Learning
Trajectory-BasedOff-PolicyDeepReinforcementLearningAndreasDoerr123MichaelVolpp1MarcToussaint3SebastianTrimpe2ChristianDaniel1Abstractstandardalgorithmsarevastlydata-inefﬁcientandrelyonmillionsofda...
Learning Reinforcement Deep Off-Policy Trajectory-Based
2023-11-13 14:48:511404580.76 KB27
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Towards Accurate Model Selection in Deep Unsupervised Domain Adaptation
TowardsAccurateModelSelectioninDeepUnsupervisedDomainAdaptationKaichaoYou12XimeiWang12MingshengLong12MichaelI.Jordan3AbstractnaturalinrecognitiontaskswhereDeepmodelshaveshowntheirsuperiority(Longet...
Selection Model Deep Unsupervised in
2023-11-13 14:48:491780512.18 KB10
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Towards a Deep and Unified Understanding of Deep Neural Models in NLP
TowardsaDeepandUniﬁedUnderstandingofDeepNeuralModelsinNLP1ChaoyuGuan2XitingWang2QuanshiZhang1RunjinChen1DiHe3XingXie2Abstract(a)Gradient-basedmethod(b)OursWedeﬁneauniﬁedinformation-basedmeasureF...
of Neural and Deep Towards
2023-11-13 14:48:4817162.89 MB8
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Task-Agnostic Dynamics Priors for Deep Reinforcement Learning
Task-AgnosticDynamicsPriorsforDeepReinforcementLearningYilunDu1KarthikNarasimhan2Abstracttt+1Whilemodel-basedDeepreinforcementlearningFigure1.Twodifferentenvironmentswithobjectdynamicsthat(RL)holds...
Learning for Reinforcement Deep Dynamics
2023-11-13 14:48:43646757.21 KB23
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Stochastic Gradient Push for Distributed Deep Learning
StochasticGradientPushforDistributedDeepLearningMahmoudAssran12NicolasLoizou13NicolasBallas1MikeRabbat1AbstracttributedtrainingofDeepnetworks(Goyaletal.,2017;Lietal.,2014).Workernodescomputelocalmi...
Learning for Distributed Gradient Deep
2023-11-13 14:48:391038509.4 KB28
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Stochastic Deep Networks
StochasticDeepNetworksGwendolinedeBie1GabrielPeyre´21MarcoCuturi34Abstract2012)todealnowwithshapes(Wuetal.,2015a),sounds(Leeetal.,2009),texts(LeCunetal.,1998)orMachinelearningisincreasinglytargeti...
Networks Deep Stochastic
2023-11-13 14:48:386291.74 MB24
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SOLAR Deep Structured Representations for Model-Based Reinforcement Learning
SOLAR:DeepStructuredRepresentationsforModel-BasedReinforcementLearningMarvinZhang1SharadVikram2LauraSmith1PieterAbbeel1MatthewJ.Johnson3SergeyLevine1AbstractFigure1.Ourmethodcanlearnpoliciesforcomp...
for Representations Reinforcement Deep Model-Based
2023-11-13 14:48:358663.5 MB2
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SELFIE Refurbishing Unclean Samples for Robust Deep Learning
SELFIE:RefurbishingUncleanSamplesforRobustDeepLearningHwanjunSong1MinseokKim1Jae-GilLee1Abstracttransitionmatrix(Zhangetal.,2017;Goldberger&Ben-Reuven,2017;Patrinietal.,2017;Changetal.,2017).AsOwin...
for Deep Robust Samples SELFIE
2023-11-13 14:48:301569438.53 KB5
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SelectiveNet A Deep Neural Network with an Integrated Reject Option
SelectiveNet:ADeepNeuralNetworkwithanIntegratedRejectOptionYonatanGeifman1RanEl-Yaniv1Abstractnetworks(DNNs).ThemostrecentrelevantpaperonthistopicisGeifman&El-Yaniv(2017),whichshowshowtoWeconsidert...
Neural An with Deep Network
2023-11-13 14:48:301829661.17 KB7
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