"Pruning"的相关文档

标签“Pruning”的相关文档，共11条

On the Predictability of Pruning Across Scales
OnthePredictabilityofPruningAcrossScalesJonathanRosenfeld1JonathanFrankle1MichaelCarbin1NirShavit1AbstractAsaﬁrsttry,wecouldattempttoanswerthisquestionusingbruteforce:wecouldpruneeverymemberofanet...
of on the Across Pruning
2023-11-16 19:15:2512071.31 MB12
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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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Accelerate CNNs from Three Dimensions A Comprehensive Pruning Framework
AccelerateCNNsfromThreeDimensions:AComprehensivePruningFrameworkWenxiaoWang12MinghaoChen1ShuaiZhao1LongChen34JinmingHu1HaifengLiu1DengCai1XiaofeiHe1WeiLiu2Abstract57MostneuralnetworkPruningmethods,...
from Dimensions Three CNNs Accelerate
2023-11-16 18:00:2013733.16 MB10
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A Probabilistic Approach to Neural Network Pruning
AProbabilisticApproachtoNeuralNetworkPruningXinQian1DiegoKlabjan1AbstractcalledtheLotteryTicketHypothesis(LTH).Ramanujanetal.(2020)furtherconjecturethat,asufﬁcientlyover-NeuralnetworkPruningtechni...
Neural Probabilistic to Approach Network
2023-11-16 17:51:57996396.49 KB5
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Proving the Lottery Ticket Hypothesis Pruning is All You Need
ProvingtheLotteryTicketHypothesis:PruningisAllYouNeedEranMalach1GiladYehudai2ShaiShalev-shwartz1OhadShamir2Abstractwithoutanytraining.(Ramanujanetal.,2019)statedthefol-lowingconjecture:asufﬁcientl...
Hypothesis the is Pruning Proving
2023-11-14 21:46:001694316.18 KB6
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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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Network Pruning by Greedy Subnetwork Selection
GoodSubnetworksProvablyExist:PruningviaGreedyForwardSelectionMaoYe1ChengyueGong1LizhenNie2DennyZhou3AdamKlivans1QiangLiu1Abstractachievinghuman-levelaccuracyoncomplexcognitivetasks,includingimagecl...
Selection by Network Greedy Pruning
2023-11-14 21:45:2112971.44 MB11
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Adversarial Neural Pruning with Latent Vulnerability Suppression
AdversarialNeuralPruningwithLatentVulnerabilitySuppressionDivyamMadaan1JinwooShin23SungJuHwang134Abstractever,DNNsareextremelybrittletocarefullycraftedimper-ceptibleadversarialperturbationsintentio...
Neural Adversarial with Latent Vulnerability
2023-11-14 21:43:0112744.6 MB11
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EigenDamage Structured Pruning in the Kronecker-Factored Eigenbasis
EigenDamage:StructuredPruningintheKronecker-FactoredEigenbasisChaoqiWang12RogerGrosse12SanjaFidler123GuodongZhang12AbstractOriginalWeightspaceinput(32x32x512)Reducingthetesttimeresourcerequirements...
the in Structured Pruning EigenDamage
2023-11-13 14:47:028032.29 MB10
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Collaborative Channel Pruning for Deep Networks
CollaborativeChannelPruningforDeepNetworksHanyuPeng1JiaxiangWu2ShifengChen1JunzhouHuang3AbstractTherearealargecollectionofresearchpapersfocusingonacceleratingandcompressingdeepnetworkstoimprovetheD...
for Networks Deep Collaborative Pruning
2023-11-13 14:46:381995692.21 KB29
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Approximated Oracle Filter Pruning for Destructive CNN Width Optimization
ApproximatedOracleFilterPruningforDestructiveCNNWidthOptimizationXiaohanDing1GuiguangDing1YuchenGuo1JungongHan2ChenggangYan3Abstractincludestheusageofnon-linearities(ReLU,sigmoidornone),downsamplin...
for Oracle CNN Filter Approximated
2023-11-13 14:46:2515922.53 MB9
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