"Towards"的相关文档 - 文库宝

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标签“Towards”的相关文档，共46条

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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Towards Adaptive Residual Network Training A Neural-ODE Perspective
TowardsAdaptiveResidualNetworkTraining:ANeural-ODEPerspectiveChengyuDong1LiyuanLiu2ZichaoLi1JingboShang1Abstractisnotnew(Changetal.,2017;Wenetal.,2019),butthedynamicsofgrowingispoorlyunderstood.Inp...
Adaptive Network Perspective Towards Training
2023-11-14 21:46:4912831.88 MB6
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Towards non-parametric drift detection via Dynamic Adapting Window Independence Drift Detection (DAWIDD)
Towardsnon-parametricdriftdetectionviaDynamicAdaptingWindowIndependenceDriftDetection(DAWIDD)FabianHinder1Andre´Artelt1BarbaraHammer1Abstractsuchsettings,life-longmodeladaptationratherthanclas-sic...
Adapting via Dynamic Detection Towards
2023-11-14 21:46:4915942.98 MB2
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Towards Accurate Post-training Network Quantization via Bit-Split and Stitching
TowardsAccuratePost-trainingNetworkQuantizationviaBit-SplitandStitchingPeisongWang1QiangChen1XiangyuHe1JianCheng1AbstracthardwarelikeTPUorgeneralhardwarelikeCPUandGPU.Byturningtheﬂoating-pointvalu...
via Network Accurate Towards Quantization
2023-11-14 21:46:481670388.68 KB8
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Towards a General Theory of Infinite-Width Limits of Neural Classifiers
TowardsaGeneralTheoryofInﬁnite-WidthLimitsofNeuralClassiﬁersEugeneA.Golikov1Abstractofinﬁnitewidth.Inparticular,(Jacotetal.,2018)showedthatifweightsareparameterizedinacertainwaythentheObtainingt...
of Neural Theory General Towards
2023-11-14 21:46:481896572.07 KB9
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MoNet3D Towards Accurate Monocular 3D Object Localization in Real Time
MoNet3D:TowardsAccurateMonocular3DObjectLocalizationinRealTimeXichuanZhou1YicongPeng1ChunqiaoLong1FengboRen2CongShi1AbstractRedmonetal.,2016;Liuetal.,2016).However,despiteitsgreatadvantagesintermso...
3D Accurate Towards Object Localization
2023-11-14 21:45:1412159.74 MB29
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Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising
DynamicKnapsackOptimizationTowardsEfﬁcientMulti-ChannelSequentialAdvertisingXiaotianHao1ZhaoqingPeng2YiMa1GuanWang3JunqiJin2JianyeHao1ShanChen2RongquanBai2MingzhouXie2MiaoXu2ZhenzheZheng4ChuanYu2H...
Efficient Optimization Dynamic Sequential Towards
2023-11-14 21:43:5715131.06 MB11
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Breaking the Curse of Space Explosion Towards Efficient NAS with Curriculum Search
BreakingtheCurseofSpaceExplosion:TowardsEffcientNASwithCurriculumSearchYongGuo1YaofoChen12YinZheng3PeilinZhao4JianChen15JunzhouHuang4MingkuiTan1AbstractStandardNASwithNASwithcurriculumsearchfixedse...
of the Breaking Space Towards
2023-11-14 21:43:211678760.6 KB22
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AR-DAE Towards Unbiased Neural Entropy Gradient Estimation
AR-DAE:TowardsUnbiasedNeuralEntropyGradientEstimationJaeHyunLim12AaronCourville1234ChristopherPal154Chin-WeiHuang12Abstractcontrolthisquantityaspartoftheoptimizationobjective.Inlightofthis,wepropos...
Neural Gradient Estimation Entropy Towards
2023-11-14 21:43:097002.6 MB21
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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 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 Unified Analysis of Random Fourier Features
TowardsaUniﬁedAnalysisofRandomFourierFeaturesZhuLi1Jean-FrançoisTon1DinoOglic2DinoSejdinovic1Abstractimplicitcomputationofaninnerproductbetweenrichfea-turerepresentationsofdatathroughthekerneleva...
of Analysis random Features Fourier
2023-11-13 14:48:491118673.39 KB11
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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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Policy Certificates Towards Accountable Reinforcement Learning
PolicyCertiﬁcates:TowardsAccountableReinforcementLearningChristophDann1LihongLi2WeiWei2EmmaBrunskill3Abstractploration.Evensharpdropsinpolicyperformanceduringlearningarecommon,e.g.,whentheagentsta...
Learning Reinforcement Policy Towards Certificates
2023-11-13 14:48:151190423.51 KB10
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NAS-Bench-101 Towards Reproducible Neural Architecture Search
NAS-Bench-101:TowardsReproducibleNeuralArchitectureSearchChrisYing1AaronKlein2EstebanReal1EricChristiansen1KevinMurphy1FrankHutter2Abstractturesasanoptimizationproblem(Bakeretal.,2017;Zoph&Le,2016;...
Neural Search Architecture Towards NAS-Bench-101
2023-11-13 14:47:561917938.01 KB27
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ME-Net Towards Effective Adversarial Robustness with Matrix Estimation
ME-Net:TowardsEffectiveAdversarialRobustnesswithMatrixEstimationYuzheYang1GuoZhang1DinaKatabi1ZhiXu1AbstractForinstance,thestate-of-the-artdefensecanonlyachievelessthan50%adversarialaccuracyfor∞pe...
Adversarial Matrix with Effective Robustness
2023-11-13 14:47:507057.72 MB10
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DBSCAN++ Towards fast and scalable density clustering
DBSCAN++:TowardsfastandscalabledensityclusteringJenniferJang1HeinrichJiang2AbstractSCANcanruninO(nlogn)whenthedimensionisatmost2,itquicklystartstoexhibitquadraticbehaviorinhighdi-DBSCANisaclassical...
and Density Fast Clustering Scalable
2023-11-13 14:46:485062.56 MB13
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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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Towards More Efficient Stochastic Decentralized Learning Faster Convergence and Sparse Communication
TowardsMoreEfﬁcientStochasticDecentralizedLearning:FasterConvergenceandSparseCommunicationZebangShen12AryanMokhtari3TengfeiZhou1PeilinZhao4HuiQian1Abstractvariableofnoden,theproblemofinterestisRec...
Learning Efficient Stochastic Decentralized Faster
2023-11-13 12:00:541262548.94 KB25
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Towards Fast Computation of Certified Robustness for ReLU Networks
TowardsFastComputationofCertiﬁedRobustnessforReLUNetworksTsui-WeiWeng1HuanZhang2HonggeChen1ZhaoSong34Cho-JuiHsieh2DuaneBoning1InderjitS.Dhillon4LucaDaniel1Abstract1.IntroductionVerifyingtherobustn...
of for Fast Computation Robustness
2023-11-13 12:00:541632488.74 KB9
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