"Distillation"的相关文档

标签“Distillation”的相关文档，共12条

Training data-efficient image transformers & Distillation through attention
Trainingdata-efﬁcientimagetransformers&DistillationthroughattentionHugoTouvron12MatthieuCord12MatthijsDouze1FranciscoMassa1AlexandreSablayrolles1Herve´Je´gou1Abstract⚗↑⚗Recently,neuralnetwork...
through Image Data-Efficient Attention Training
2023-11-16 19:42:131219346.67 KB3
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Zero-Shot Knowledge Distillation from a Decision-Based Black-Box Model
Zero-ShotKnowledgeDistillationfromaDecision-BasedBlack-BoxModelZiWang1Abstractresource-limiteddevicessuchasmobilephonesanddrones(Moskalenkoetal.,2018).Recently,alargenumberofap-Knowledgedistillatio...
from Model Zero-Shot Knowledge Black-box
2023-11-16 19:41:2810523.53 MB2
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Model Distillation for Revenue Optimization Interpretable Personalized Pricing
ModelDistillationforRevenueOptimization:InterpretablePersonalizedPricingMaxBiggs1WeiSun2MarkusEttl2Abstractmainconcernsisthatthemostaccuratepredictionmodelsareoftennon-parametricfunctionswhichareco...
for Optimization Model Interpretable Distillation
2023-11-16 19:04:561396504.65 KB30
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Data-Free Knowledge Distillation for Heterogeneous Federated Learning
Data-FreeKnowledgeDistillationforHeterogeneousFederatedLearningZhuangdiZhu1JunyuanHong1JiayuZhou1Abstractprivacy-preservinglearningscheme,FLhasshownitspo-tentialtofacilitatereal-worldapplications,i...
Learning for Knowledge Distillation Heterogeneous
2023-11-16 18:30:5718853.94 MB21
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Cross-model Back-translated Distillation for Unsupervised Machine Translation
Cross-modelBack-translatedDistillationforUnsupervisedMachineTranslationXuan-PhiNguyen12ShaﬁqJoty13Thanh-TungNguyen12WuKui2AiTiAw2Abstractmonolingualdatahasbeenactive.WhileRavi&Knight(2011)andKleme...
for Unsupervised Machine Distillation Translation
2023-11-16 18:30:531057270.76 KB7
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A statistical perspective on Distillation
AStatisticalPerspectiveonDistillationAdityaKrishnaMenon1AnkitSinghRawat1SashankJ.Reddi1SeungyeonKim1SanjivKumar1Abstractetal.,2019).OnecommonlyacceptedintuitionfromHintonetal.(2015)isthattheteacher...
on Statistical Perspective Distillation
2023-11-16 17:51:5919003.16 MB24
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Feature-map-level Online Adversarial Knowledge Distillation
Feature-map-levelOnlineAdversarialKnowledgeDistillationInseopChung1SeongUkPark1JanghoKim1NojunKwak1Abstractsuchasmobileorembeddedsystems.Toovercomethisissue,manyresearcheshavebeenconductedtodevelop...
Online Adversarial Knowledge Distillation Feature-map-level
2023-11-14 21:44:1310491.72 MB24
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Dual-Path Distillation A Unified Framework to Improve Black-Box Attacks
Dual-PathDistillation:AUniﬁedFrameworktoImproveBlack-BoxAttacksYonggangZhang1YaLi2TongliangLiu3XinmeiTian1Abstract(Athalyeetal.,2018),evaluatemodelrobustness(Carlini&Wagner,2017;Moosavi-Dezfooliet...
to Improve Black-box Framework Unified
2023-11-14 21:43:57625574.57 KB3
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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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Random Expert Distillation Imitation Learning via Expert Policy Support Estimation
RandomExpertDistillation:ImitationLearningviaExpertPolicySupportEstimationRuohanWang1CarloCiliberto1PierluigiV.Amadori1YiannisDemiris1Abstract2016).Despiteitssimplicity,BCtypicallyrequiresalargeamo...
Learning via random Policy Imitation
2023-11-13 14:48:2114394.91 MB17
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Zero-Shot Knowledge Distillation in Deep Networks
Zero-ShotKnowledgeDistillationinDeepNetworksGauravKumarNayak1KondaReddyMopuri2VaisakhShaj3R.VenkateshBabu1AnirbanChakraborty1Abstractlentperformance,buttheycanbehugeandcomputationallyexpensive.Henc...
Networks Deep in Zero-Shot Knowledge
2023-11-13 14:46:1013111.57 MB14
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Adversarial Distillation of Bayesian Neural Network Posteriors
AdversarialDistillationofBayesianNeuralNetworkPosteriorsKuan-ChiehWang12PaulVicol12JamesLucas12LiGu1RogerGrosse12RichardZemel12AbstractUncertaintyisimportantinmanyscenarios.Forexam-ple,designersofa...
of Neural Adversarial Bayesian Network
2023-11-13 11:59:0013971000.06 KB25
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