SoftthenHard:RethinkingtheQuantizationinNeuralImageCompressionZongyuGuo1ZhizhengZhang1RunsenFeng1ZhiboChen1AbstractQuantizationisoneofthekeychallengesforneuralimagecompression.Sincethegradientofqua...
HardCoRe-NAS:HardConstraineddiffeRentiableNeuralArchitectureSearchNivNayman1YonathanAflalo1AsafNoy1LihiZelnik-Manor1Abstract78Oursfromscratch77.5Oursfine-tune:400+15NRealisticuseofneuralnetworksoft...
SparseConvexOptimizationviaAdaptivelyRegularizedHardThresholdingKyriakosAxiotis1MaximSviridenko2Abstractlution(itsnumberofnon-zeroentries).Variantsandspecialcasesofthisproblemhavebeenstudiedformany...
StochasticIterativeHardThresholdingforGraph-structuredSparsityOptimizationBaojianZhou1FengChen1YimingYing2Abstract2005;Yuan&Lin,2006)andmorestructurednormsbuiltoneitherdisjointoroverlappinggroupsof...
OvercomingCatastrophicForgettingwithHardAttentiontotheTaskJoanSerra`1D´ıdacSur´ıs12MariusMiron13AlexandrosKaratzoglou1Abstractintheadvancementtowardsmoregeneralartificialintel-ligencesystems(Le...
ImprovingViterbiisHard:BetterRuntimesImplyFasterCliqueAlgorithmsArtursBackurs1ChristosTzamos1AbstractO(Tn2)timeforanyHMMwithnstatesandanobserva-tionsequenceoflengthT.ThisalgorithmisknownastheThecla...
DualIterativeHardThresholding:FromNon-convexSparseMinimizationtoNon-smoothConcaveMaximizationBoLiu1Xiao-TongYuan2LeziWang1QingshanLiu2DimitrisN.Metaxas1Abstractoutnumberstrainingsample.Givenasetoft...