UnsupervisedSkillDiscoverywithBottleneckOptionLearningJaekyeomKim1SeohongPark1GunheeKim1Abstractlearnedskillscanencouragetheexplorationforencounter-ingrewards,notonlybyprovidingusefulprimitivesfort...
UnsupervisedSpeechDecompositionviaTripleInformationBottleneckKaizhiQian12YangZhang1ShiyuChang1DavidCox1MarkHasegawa-Johnson2Abstractofthetoneofthespeaker,andrhythmcharacterizeshowfastthespeakerutte...
Low-RankBottleneckinMulti-headAttentionModelsSrinadhBhojanapalli1ChulheeYun2AnkitSinghRawat1SashankReddi1SanjivKumar1Abstracttotherecurrentmodels.Selfattentionmodelsalsohavefoundapplicationsinvisio...
LearningEfficientMulti-agentCommunication:AnInformationBottleneckApproachRundongWang1XuHe1RunshengYu1Weiqiu1BoAn1ZinoviRabinovich1Abstractcorrelationthatbenefitsagroup’scooperation.Therefore,manyr...
ConceptBottleneckModelsPangWeiKoh1ThaoNguyen12YewSiangTang1StephenMussmann1EmmaPierson1BeenKim2PercyLiang1AbstractFigure1.WestudyconceptBottleneckmodelsthatfirstpredictanintermediatesetofhuman-spec...
BreakingtheSoftmaxBottleneckviaLearnableMonotonicPointwiseNon-linearitiesOctavian-EugenGanea1SylvainGelly2GaryBécigneul1AliakseiSeveryn3AbstractbyaSoftmaxfunctiontooutputaprobabilitydistributionov...
BottleneckConditionalDensityEstimationRuiShu1HungH.Bui2MohammadGhavamzadeh3AbstractClassicalnon-parametricconditionaldensityestimatorstypicallyrelyonlocalEuclideandistanceintheoriginalin-Weintroduc...