Weight-CovarianceAlignmentforAdversariallyRobustNeuralNetworksPanagiotisEustratiadis1HenryGouk1DaLi12TimothyHospedales12Abstract2013).Inordertotacklethisproblem,manyadversarialdefensealgorithmshave...
ValueAlignmentVerificationDanielS.Brown1JordanSchneider2AncaDragan1ScottNiekum2AbstractvideatheoreticalanalysisoftheproblemofefficientvalueAlignmentverification:howtoefficientlytestwhetheraAshumans...
ImplicitClass-ConditionedDomainAlignmentforUnsupervisedDomainAdaptationXiangJiang12QichengLao13StanMatwin24MohammadHavaei1AbstractDomainAdaptation(UDA)aimstoaddressdomainshiftwithaccesstolabeleddat...
GraphOptimalTransportforCross-DomainAlignmentLiqunChen1ZheGan2YuCheng2LinjieLi2LawrenceCarin1JingjingLiu2Abstracttoletal.,2015),andmachinetranslation(Bahdanauetal.,2015;Vaswanietal.,2017).Consideri...
DomainAdaptationwithAsymmetrically-RelaxedDistributionAlignmentYifanWu1EzraWinston1DivyanshKaushik1ZacharyC.Lipton1Abstractever,well-chosenassumptionscanmakepossiblealgorithmswithnon-vacuousperform...
TACO:LearningTaskDecompositionviaTemporalAlignmentforControlKyriacosShiarlis1MarkusWulfmeier2SashaSalter2ShimonWhiteson3IngmarPosner2Abstractplatform,LfDrequiresonlytheabilitytocontroltheagent.Many...