LearningGeneralizedIntersectionOverUnionforDensePixelwisePredictionJiaqianYu1JingtaoXu1YiweiChen1WeimingLi1QiangWang1ByungInYoo2Jae-JoonHan2Abstract(a)Non-overlapcasesIntersectionoverunion(IoU)scor...
DenseforthePriceofSparse:ImprovedPerformanceofSparselyInitializedNetworksviaaSubspaceOffsetIlanPrice12JaredTanner12Abstract1.1.CompetingPrioritiesforSparseNetworksThatneuralnetworksmaybeprunedtohig...
DoWeActuallyNeedDenseOver-Parameterization?In-TimeOver-ParameterizationinSparseTrainingShiweiLiu1LuYin1DecebalConstantinMocanu12MykolaPechenizkiy1AbstractFigure1.Asthefigureproceeds,weperformanOver...
OnlineDenseSubgraphDiscoveryviaBlurred-GraphFeedbackYukoKuroki12AtsushiMiyauchi12JunyaHonda12MasashiSugiyama21Abstractsity),whichisdefinedashalftheaveragedegreeofthesub-graphinducedbythesubset.Unli...
NearOptimalFrequentDirectionsforSketchingDenseandSparseMatricesZengfengHuang1Abstractreceivedlotsofattentionrecently(Liberty,2013;Ghashami&Phillips,2014;Woodruff,2014;Ghashamietal.,2016;Givenalarge...
MSplitLBI:RealizingFeatureSelectionandDenseEstimationSimultaneouslyinFew-shotandZero-shotLearningBoZhao†1XinweiSun†2YanweiFu‡34YuanYao‡5YizhouWang1Abstracting(FSL)andcapturingrelationalstructur...