DiffusionSourceIdentificationonNetworkswithStatisticalConfidenceQuinlanDawkins1TianxiLi2HaifengXu1Abstractleakageproblems(Newmanetal.,2002;Halperin&Al-mogy,2002;Xu&Ren,2016).ThenegativeimpactsstemD...
SourceSeparationwithDeepGenerativePriorsVivekJayaramJohnThickstunAbstractWithnofurtherconstraintsorregularization,solvingEqua-tion(1)forxishighlyunderdetermined.Classical“blind”Despitesubstantial...
LearningandEvaluatingContextualEmbeddingofSourceCodeAdityaKanade12PetrosManiatis2GogulBalakrishnan2KensenShi2Abstractstandtheauthor’sintentsothattheycanmaintainandextendthecode.Developersusemeanin...
DoWeReallyNeedtoAccesstheSourceData?SourceHypothesisTransferforUnsupervisedDomainAdaptationJianLiang1DapengHu1JiashiFeng1Abstractsegmentation(Zhangetal.,2017;Hoffmanetal.,2018),etc.Overthelastdecad...
OpenVocabularyLearningonSourceCodewithaGraph–StructuredCacheMilanCvitkovic1BadalSingh2AnimaAnandkumar1AbstractWhilecodecontainsnaturallanguagewordsandphrasesinordertobehuman–readable,codeisnotmea...
LearningtoAligntheSourceCodetotheCompiledObjectCodeDorLevy1LiorWolf12AbstractbetweenSourcecodeandobjectcode.WeproposeanewneuralnetworkarchitectureAsfarasweknow,statement-by-statementalignmentofandu...