Transfer-BasedSemanticAnomalyDetectionLucasDeecke1LukasRuff2RobertA.Vandermeulen3HakanBilen1Abstractexistsnoestablishedprincipallearningobjective.Severalauxiliarysolutionshavebeenproposed:onelineof...
ModelComparisonforSemanticGroupingFranciscoVargas1KamenBrestnichki1NilsHammerla1Abstractdeeplearningarchitectures(Kirosetal.,2015),bothofwhichsummariseasentencethroughasingleembedding.Weintroduceap...
RectifyHeterogeneousModelswithSemanticMappingHan-JiaYe1De-ChuanZhan1YuanJiang1Zhi-HuaZhou1AbstractPreviousModelCurrentModelPreviousFeatureSetCurrentFeatureSetOnthewaytotherobustlearnerforreal-world...
LearningSemanticRepresentationsforUnsupervisedDomainAdaptationShaoanXie12ZibinZheng12LiangChen12ChuanChen12Abstractforadaptingpredictivemodelstothetargetdomain(Pan&Yang,2010).Itisimportanttotransfe...
LearningContinuousSemanticRepresentationsofSymbolicExpressionsMiltiadisAllamanis1PankajanChanthirasegaran2PushmeetKohli3CharlesSutton24Abstractmanticrelationships.However,apartfromsomenotableexcept...