"Understanding"的相关文档 - 文库宝

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标签“Understanding”的相关文档，共44条

Towards Understanding the Regularization of Adversarial Robustness on Neural Networks
TowardsUnderstandingtheRegularizationofAdversarialRobustnessonNeuralNetworksYuxinWen12ShuaiLi1KuiJia12Abstract(Szegedyetal.,2014).Moreintriguingly,theseadversarialexamplesaregeneratedbyaddingimperc...
of Adversarial the Robustness Regularization
2023-11-14 21:46:499111.65 MB13
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Towards Understanding the Dynamics of the First-Order Adversaries
TowardsUnderstandingtheDynamicsoftheFirst-OrderAdversariesZhunDeng1HangfengHe2JiaoyangHuang3WeijieJ.Su2Abstractattackssuchasinputde-noising(Guoetal.,2017),random-izedsmoothing(Ilyasetal.,2019),grad...
of the Towards Understanding Dynamics
2023-11-14 21:46:4917591.3 MB10
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Task Understanding from Confusing Multi-task Data
TaskUnderstandingfromConfusingMulti-taskDataXinSu12YizhouJiang1ShangqiGuo13FengChen132AbstractTaskAnnotationLabelAnnotationBeyondmachinelearning’ssuccessinthespeciﬁcTaskTAasnkno1tationSampleAnnot...
from Data Multi-task Understanding Task
2023-11-14 21:46:399544.19 MB3
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Inverse Active Sensing Modeling and Understanding Timely Decision-Making
InverseActiveSensing:ModelingandUnderstandingTimelyDecision-MakingDanielJarrett1MihaelavanderSchaar12Abstractconductsacquisitionsforinformation(i.e.hypothesistests,diagnosticprocedures,andcandidate...
Active and Sensing Inverse Modeling
2023-11-14 21:44:4413947.52 MB3
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Explainable and Discourse Topic-aware Neural Language Understanding
ExplainableandDiscourseTopic-awareNeuralLanguageUnderstandingYatinChaudhary12HinrichSchütze2PankajGupta1Abstracttributionoverwordsinvocabulary.Beyondadocumentrepresentation,topicmodelsalsoofferint...
Neural and Language Understanding Explainable
2023-11-14 21:44:078221.85 MB9
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Understanding the Origins of Bias in Word Embeddings
UnderstandingtheOriginsofBiasinWordEmbeddingsMarc-EtienneBrunet12ColleenAlkalay-Houlihan1AshtonAnderson12RichardZemel12Abstract2013a)andGloVe(Penningtonetal.,2014)acquirestereo-typicalhumanbiasesfr...
word of the in Understanding
2023-11-13 14:48:541151490.75 KB20
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Understanding the Impact of Entropy on Policy Optimization
UnderstandingtheImpactofEntropyonPolicyOptimizationZafaraliAhmed12NicolasLeRoux13MohammadNorouzi3DaleSchuurmans34Abstractlis,2000;Greensmithetal.,2004;Schulmanetal.,2015b;Tuckeretal.,2018).Entropyr...
of on the Policy Entropy
2023-11-13 14:48:541829943.29 KB11
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Understanding Priors in Bayesian Neural Networks at the Unit Level
UnderstandingPriorsinBayesianNeuralNetworksattheUnitLevelMariiaVladimirova12JakobVerbeek1PabloMesejo3JulyanArbel1AbstractworksonBayesianneuralnetworks(Neal,1992;MacKay,1992).Thereisalargevarietyofa...
Neural Networks Bayesian in at
2023-11-13 14:48:54648553.92 KB14
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Understanding MCMC Dynamics as Flows on the Wasserstein Space
UnderstandingMCMCDynamicsasFlowsontheWassersteinSpaceChangLiu1JingweiZhuo1JunZhu1AbstractdistributionminimizestheKLdivergencetothetargetdistri-bution.TheyfullyexploittheapproximationabilityofasetIt...
on the Flows as MCMC
2023-11-13 14:48:531879808.74 KB12
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Understanding Geometry of Encoder-Decoder CNNs
UnderstandingGeometryofEncoder-DecoderCNNsJongChulYe12WoonKyoungSung2Abstractpower,generalizationcapability,andoptimizationland-scapeofDNNshavebecomeanintellectualchallengeforEncoder-decodernetwork...
of Geometry Understanding CNNs Encoder-Decoder
2023-11-13 14:48:531006424.79 KB27
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Understanding Impacts of High-Order Loss Approximations and Features in Deep Learning Interpretation
UnderstandingImpactsofHigh-OrderLossApproximationsandFeaturesinDeepLearningInterpretationSahilSingla1EricWallace1ShiFeng1SoheilFeizi1Abstracthindmodelpredictions?Acommoninterpretationapproachistoid...
of and Loss Approximations High-Order
2023-11-13 14:48:5311903.13 MB22
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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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Understanding and correcting pathologies in the training of learned optimizers
UnderstandingandcorrectingpathologiesinthetrainingoflearnedoptimizersLukeMetz1NiruMaheswaranathan1JeremyNixon1C.DanielFreeman1JaschaSohl-Dickstein1Abstractperparametersearch.Ontheotherhand,acomplem...
and the in Understanding Training
2023-11-13 14:48:5313522.23 MB26
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Understanding and Controlling Memory in Recurrent Neural Networks
UnderstandingandControllingMemoryinRecurrentNeuralNetworksDoronHaviv12AlexnaderRivkind234OmriBarak23Abstract1.IntroductionTobeeffectiveinsequentialdataprocessing,Re-RecurrentNeuralNetworks(RNN)aret...
Neural and Recurrent in Memory
2023-11-13 14:48:5217521.41 MB13
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Understanding and Accelerating Particle-Based Variational Inference
UnderstandingandAcceleratingParticle-BasedVariationalInferenceChangLiu1JingweiZhuo1PengyuCheng2RuiyiZhang2JunZhu1LawrenceCarin2Abstractmethods(Geman&Geman,1987;Nealetal.,2011;Welling&Teh,2011;Dinge...
Inference Variational and Understanding Accelerating
2023-11-13 14:48:521654777.91 KB12
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Towards Understanding Knowledge Distillation
TowardsUnderstandingKnowledgeDistillationMaryPhuong1ChristophH.Lampert1Abstractdistillation-basedtraininghasbeenconﬁrmedseveraltimes:theoptimizationstepisgenerallymorewell-behavedthanKnowledgedist...
Knowledge Towards Understanding Distillation
2023-11-13 14:48:491097670.34 KB23
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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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Toward Understanding the Importance of Noise in Training Neural Networks
TowardsUnderstandingtheImportanceofNoiseinTrainingNeuralNetworksMoZhou1TianyiLiu2YanLi2DachaoLin1EnluZhou2TuoZhao2AbstractSimpleﬁrstorderalgorithmssuchasStochasticGradientDescent(SGD)anditsvariant...
of the in Importance Toward
2023-11-13 14:48:4816572.01 MB27
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Shallow-Deep Networks Understanding and Mitigating Network Overthinking
Shallow-DeepNetworks:UnderstandingandMitigatingNetworkOverthinkingYigitcanKaya1SanghyunHong1TudorDumitras,1Abstractperformevencomplextasks,suchasdrivingorplayingthepiano,withlittlementaleffort(Kahn...
Networks and Network Understanding Mitigating
2023-11-13 14:48:331172319.79 KB7
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Analogies Explained Towards Understanding Word Embeddings
AnalogiesExplained:TowardsUnderstandingWordEmbeddingsCarlAllen1TimothyHospedales1Abstractofwordwi.Thisenablesanalogicalquestionssuchas“manistokingaswomanisto..?”tobesolvedbyvectoraddi-Wordembeddi...
word Embeddings Towards Understanding Analogies
2023-11-13 14:46:231713619.38 KB4
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