"Compression"的相关文档

标签“Compression”的相关文档，共14条

On Perceptual Lossy Compression The Cost of Perceptual Reconstruction and An Optimal Training Framework
OnPerceptualLossyCompression:TheCostofPerceptualReconstructionandAnOptimalTrainingFrameworkZeyuYan1FeiWen1RendongYing1ChaoMa1PeilinLiu1Abstract2017;Santurkaretal.,2018;Shaham&Michaeli,2018).Forloss...
of on the Compression Lossy
2023-11-16 19:15:446842.11 MB14
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MARINA Faster Non-Convex Distributed Learning with Compression
MARINA:FasterNon-ConvexDistributedLearningwithCompressionEduardGorbunov123KonstantinBurlachenko3ZhizeLi3PeterRichta´rik3Abstractmentofnewefﬁcientmethodsfornon-convexoptimizationproblems(Danilovae...
Learning Distributed with Faster Non-convex
2023-11-16 19:05:147911.43 MB4
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Lossless Compression of Efficient Private Local Randomizers
LosslessCompressionofEfﬁcientPrivateLocalRandomizersVitalyFeldman1KunalTalwar1AbstractTheconceptofalocalrandomizerdatesbacktotheworkofWarner(1965)whereitwasusedtoencouragetruthful-LocallyDifferent...
of Efficient Local Private Compression
2023-11-16 19:05:10817460.31 KB2
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Improving Lossless Compression Rates via Monte Carlo Bits-Back Coding
ImprovingLosslessCompressionRatesviaMonteCarloBits-BackCodingYangjunRuan12KarenUllrich23DanielSevero12JamesTownsend4AshishKhisti1ArnaudDoucet5AlirezaMakhzani12ChrisJ.Maddison12Abstract<latexitsha1_...
via Improving Monte Carlo Compression
2023-11-16 18:47:026961.43 MB13
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Group Fisher Pruning for Practical Network Compression
GroupFisherPruningforPracticalNetworkCompressionLiyangLiu1ShilongZhang2ZhanghuiKuang3AojunZhou3Jing-HaoXue4XinjiangWang3YiminChen3WenmingYang1QingminLiao1WayneZhang235Abstract78OursOursOursAOFPNetw...
for Group Network Compression Practical
2023-11-16 18:46:528772.87 MB6
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Variable-Bitrate Neural Compression via Bayesian Arithmetic Coding
VariationalBayesianQuantizationYiboYang1RobertBamler1StephanMandt1AbstractforaparticularCompressionobjective.Here,westudyarelatedbutdifferentproblem:givenatrainedmodel,whatWeproposeanovelalgorithmf...
Neural Bayesian via Compression Coding
2023-11-14 21:46:589353.96 MB19
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Online Learned Continual Compression with Adaptive Quantization Modules
OnlineLearnedContinualCompressionwithAdaptiveQuantizationModulesLucasCaccia123EugeneBelilovsky42MassimoCaccia425JoellePineau123Abstractetal.,2017;Balle´etal.,2016;Johnstonetal.,2018).Yetitsapplica...
Adaptive Online with Continual Compression
2023-11-14 21:45:3813662.15 MB8
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Evaluating Lossy Compression Rates of Deep Generative Models
EvaluatingLossyCompressionRatesofDeepGenerativeModelsSicongHuang123AlirezaMakhzani12YanshuaiCao3RogerGrosse12Abstracttance(FID)(Heuseletal.,2017),whichdonothavenearlythesamedegreeoftheoreticalunder...
of Generative Deep Evaluating Compression
2023-11-14 21:44:057296.12 MB7
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Rethinking Lossy Compression The Rate-Distortion-Perception Tradeoff
RethinkingLossyCompression:TheRate-Distortion-PerceptionTradeoffYochaiBlau1TomerMichaeli1AbstractarerootedinShannon’sseminalworkonrate-distortiontheory(Shannon,1959),whichanalyzesthefundamentalLos...
the Compression Tradeoff Rethinking Lossy
2023-11-13 14:48:2418911.28 MB9
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Rate Distortion For Model Compression From Theory To Practice
RateDistortionForModelCompression:FromTheoryToPracticeWeihaoGao1Yu-HanLiu2ChongWang3SewoongOh4Abstracttationalpower,thenumberofweightsinpracticalneuralnetworkmodelalsogrowsrapidly.Forexample,inthea...
for from Model Theory Compression
2023-11-13 14:48:22655369.77 KB9
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Categorical Feature Compression via Submodular Optimization
CategoricalFeatureCompressionviaSubmodularOptimizationMohammadHosseinBateni1LinChen12HosseinEsfandiari1ThomasFu1VahabS.Mirrokni1AfshinRostamizadeh1Abstractisastandardoccurrence.Forexample,intaskssu...
Submodular Feature Optimization via Compression
2023-11-13 14:46:351255351.62 KB6
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Bit-Swap Recursive Bits-Back Coding for Lossless Compression with Hierarchical Latent Variables
θ(z1x)decodezwithqθ(zx)decodez1,z2,z3withqθ(z1,z2,z3x)(xz1)encodexwithpθ(xz)encodex,z1,z2withpθ(x,z1,z2z3)(z2z1)encodezwithp(z)(z1z2)encodez3withp(z3)(z3z2)(z2z3)ReceiverReceiverp(z3)Bit-Swap:...
for Compression Coding Recursive Bit-Swap
2023-11-13 14:46:3214111.69 MB14
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Real-Time Adaptive Image Compression
Real-TimeAdaptiveImageCompressionOrenRippel1LubomirBourdev1Abstractwell-suitedtoconstructrepresentationssufﬁcientlycom-pact.Recently,therehavebeenanumberofimportantef-Wepresentamachinelearning-bas...
Adaptive Image Real-time Compression
2023-11-12 20:45:065473.59 MB15
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Globally Induced Forest A Prepruning Compression Scheme
GloballyInducedForest:APrepruningCompressionSchemeJean-MichelBegon1ArnaudJoly1PierreGeurts1AbstractAsidefrombigdata,otherareasofmachinelearningsufferfromthehighmemorydemandoftree-basedmethods.ForTr...
Globally Induced Forest Prepruning Compression
2023-11-12 20:44:271766569.37 KB18
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