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标签“Differentiable”的相关文档，共41条

Quantifying the Benefit of Using Differentiable Learning over Tangent Kernels
QuantifyingtheBeneﬁtofUsingDifferentiableLearningoverTangentKernelsEranMalach1PritishKamath2EmmanuelAbbe3NathanSrebro2AbstractCanallthesuccessofdeeplearningbeexplainedusingtheNTK?Thiswouldimplytha...
Learning of Using the Differentiable
2023-11-16 19:28:361734506.02 KB16
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PODS Policy Optimization via Differentiable Simulation
PODS:PolicyOptimizationviaDifferentiableSimulationMiguelZamora1MomchilPeychev1SehoonHa2MartinVechev1StelianCoros1Abstractpotentiallyunsafe.Fortunately,recentyearshaveseenexcit-ingprogressinsimulati...
Optimization via Policy Differentiable Simulation
2023-11-16 19:28:2912612.05 MB28
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iDARTS Differentiable Architecture Search with Stochastic Implicit Gradients
iDARTS:DifferentiableArchitectureSearchwithStochasticImplicitGradientsMiaoZhang12StevenSu2ShiruiPan1XiaojunChang1EhsanAbbasnejad3RezaHaffari1Abstractplications(Renetal.,2020;Chengetal.,2020;Cheneta...
with Stochastic Search Differentiable Architecture
2023-11-16 18:46:591196367.18 KB29
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HardCoRe-NAS Hard Constrained Differentiable Neural Architecture Search
HardCoRe-NAS:HardConstrainedDifferentiableNeuralArchitectureSearchNivNayman1YonathanAﬂalo1AsafNoy1LihiZelnik-Manor1Abstract78Oursfromscratch77.5Oursﬁne-tune:400+15NRealisticuseofneuralnetworksoft...
Neural Constrained Search Differentiable Hard
2023-11-16 18:46:5313961.08 MB18
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Efficient Differentiable Simulation of Articulated Bodies
EfﬁcientDifferentiableSimulationofArticulatedBodiesYi-LingQiao12JunbangLiang1VladlenKoltun2MingC.Lin1Abstract2019).However,theydonothaveaccesstoanalyticderiva-tivesofthearticulateddynamics.Therefo...
of Efficient Differentiable Simulation Articulated
2023-11-16 18:37:5715781.38 MB9
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Differentiable Spatial Planning using Transformers
DifferentiableSpatialPlanningusingTransformersDevendraSinghChaplot12DeepakPathak2JitendraMalik13Projectwebpage:https://devendrachaplot.github.io/projects/spatial-planning-transformersAbstractFigure...
Using Differentiable Spatial Planning Transformers
2023-11-16 18:31:0619832.32 MB30
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Differentiable Sorting Networks for Scalable Sorting and Ranking Supervision
DifferentiableSortingNetworksforScalableSortingandRankingSupervisionFelixPetersen1ChristianBorgelt2HildeKuehne34OliverDeussen1AbstractRecently,theideaofend-to-endtrainingofneuralnetworkswithsorting...
for Networks and Differentiable Ranking
2023-11-16 18:31:06880310.88 KB15
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Differentiable Particle Filtering via Entropy-Regularized Optimal Transport
DifferentiableParticleFilteringviaEntropy-RegularizedOptimalTransportAdrienCorenﬂos1JamesThornton2GeorgeDeligiannidis2ArnaudDoucet2Abstractprocess(Xt)t≥1andY-valuedobservations(Yt)t≥1satis-fying...
via Optimal Transport Differentiable Particle
2023-11-16 18:31:0515372.04 MB17
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Differentiable Dynamic Quantization with Mixed Precision and Adaptive Resolution
DifferentiableDynamicQuantizationwithMixedPrecisionandAdaptiveResolutionZhangZhaoyang1ShaoWenqi1GuJinwei23WangXiaogang1LuoPing4Abstractdynamicrangeandstepsizearefreezedineachlayer.Sec-ondly,gradien...
and with Precision Dynamic Differentiable
2023-11-16 18:31:0517011.38 MB12
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Dataset Condensation with Differentiable Siamese Augmentation
DatasetCondensationwithDifferentiableSiameseAugmentationBoZhao1HakanBilen1Abstractmassivedatasets(e.g.(Kuznetsovaetal.,2020;Chenetal.,2020a;Kwiatkowskietal.,2019)).Forexample,ittakesInmanymachinele...
with Differentiable Augmentation Dataset Condensation
2023-11-16 18:30:5714563.19 MB2
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A Differentiable Point Process with Its Application to Spiking Neural Networks
ADifferentiablePointProcesswithItsApplicationtoSpikingNeuralNetworksHiroshiKajino1Abstractraisesthefollowingquestion:howmuchofthecurrentper-formancegapscanbeattributedtothisdifferenceonneuralThispa...
with Process to Differentiable Point
2023-11-16 17:52:011312485.66 KB7
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The Differentiable Cross-Entropy Method
TheDifferentiableCross-EntropyMethodBrandonAmos1DenisYarats12Abstractmodelthatisgeneratingpotentialoutcomesconditionalonxhappeningthatyouwanttooptimizeover.End-to-endlearn-WestudytheCross-EntropyMe...
the Differentiable Method Cross-Entropy
2023-11-14 21:46:435374.48 MB30
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Stabilizing Differentiable Architecture Search via Perturbation-based Regularization
StabilizingDifferentiableArchitectureSearchviaPerturbation-basedRegularizationXiangningChen1Cho-JuiHsieh1AbstractHowever,thesemethodsusuallyrequiremassivecomputa-tionresources.Recently,avarietyofap...
via Search Differentiable Architecture Regularization
2023-11-14 21:46:296003.76 MB8
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Scalable Differentiable Physics for Learning and Control
ScalableDifferentiablePhysicsforLearningandControlYi-LingQiao1JunbangLiang1VladlenKoltun2MingC.Lin1AbstractRecenteffortshavesigniﬁcantlyadvancedtheunderstandingofDifferentiablephysicsinmachinelear...
Learning for and Differentiable Control
2023-11-14 21:46:1819299.09 MB14
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Optimizing Data Usage via Differentiable Rewards
OptimizingDataUsageviaDifferentiableRewardsXinyiWang1HieuPham12PaulMichel1AntoniosAnastasopoulos1JaimeCarbonell1GrahamNeubig1AbstractPreviousworkhasattemptedtocreatestrategiestohandlethissensitivit...
via Data Differentiable Optimizing Rewards
2023-11-14 21:45:451672865.38 KB4
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Operation-Aware Soft Channel Pruning using Differentiable Masks
Operation-AwareSoftChannelPruningusingDifferentiableMasksMinsooKang1BohyungHan1AbstractNotUpdated1.00.0UpdatedstrongweakBinaryMasksFeatureMapWeproposeasimplebuteffectivedata-drivenDifferentiableMas...
Using Differentiable Soft Pruning Channel
2023-11-14 21:45:40595582.05 KB19
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LP-SparseMAP Differentiable Relaxed Optimization for Sparse Structured Prediction
LP-SparseMAP:DifferentiableRelaxedOptimizationforSparseStructuredPredictionVladNiculae1AndréF.T.Martins123AbstractsleeptheclockaroundBUDGETfactorTREEfactorStructuredpredictorsrequiresolvingacombin...
for Sparse Optimization Differentiable Structured
2023-11-14 21:45:07547340.05 KB24
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Linear Lower Bounds and Conditioning of Differentiable Games
LinearLowerBoundsandConditioningofDifferentiableGamesAdamIbrahim1WaïssAzizian2GauthierGidel1IoannisMitliagkas1Abstractmind(Meschederetal.,2017),andtomakemattersworse,havebeenoftentunedsuboptimally...
of and Differentiable bounds Linear
2023-11-14 21:45:021164354.95 KB12
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Learning Reasoning Strategies in End-to-End Differentiable Proving
LearningReasoningStrategiesinEnd-to-EndDifferentiableProvingPasqualeMinervini1SebastianRiedel12PontusStenetorp1EdwardGrefenstette12TimRocktäschel12Abstract2018;Johnsonetal.,2017;Sinhaetal.,2019).F...
Learning in Differentiable End-to-End Reasoning
2023-11-14 21:44:551762465.09 KB12
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Fast Differentiable Sorting and Ranking
FastDifferentiableSortingandRankingMathieuBlondel1OlivierTeboul1QuentinBerthet1JosipDjolonga1Abstractarchitecturesforwhichagradientcanbecomputed.Thesortingoperationisoneofthemostcom-Wefocusinthispa...
and Fast Differentiable Ranking Sorting
2023-11-14 21:44:119351.04 MB24
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