UncertaintyPrinciplesofEncodingGANsRuiliFeng1ZhouchenLin‡23JiapengZhu4DeliZhao5JinrenZhou5Zheng-JunZha†1Abstract1.IntroductionThecompellingsynthesisresultsofGenerativeGenerativeAdversarialNetwork...
RelativePositionalEncodingforTransformerswithLinearComplexityAntoineLiutkus1OndrˇejC´ıfka2Shih-LunWu345UmutS¸ims¸ekli6Yi-HsuanYang35Gae¨lRichard2AbstractFigure1.Examplesofattentionpatternsobs...
Multi-DimensionalClassificationviaSparseLabelEncodingBin-BinJia12Min-LingZhang13Abstractexistinvariousfields,e.g.,textclassification(Shatkayetal.,2008),bioinformatics(Rodr´ıguezetal.,2012),resour...
KOcodes:inventingnonlinearEncodinganddecodingforreliablewirelesscommunicationviadeep-learningAshokVardhanMakkuva1XiyangLiu2MohammadVahidJamali3HessamMahdavifar3SewoongOh2PramodViswanath1Abstract1.I...
FusedAcousticandTextEncodingforMultimodalBilingualPretrainingandSpeechTranslationRenjieZheng1JunkunChen2MingboMa1LiangHuang12AbstractSpeechAbundantScarceTranscriptionRecently,representationlearning...
CATE:Computation-awareNeuralArchitectureEncodingwithTransformersShenYan1KaiqiangSong23FeiLiu2MiZhang1Abstract2020)ordesigningefficientarchitecturesearchandevalu-ationmethods(Luoetal.,2018b;Shietal....
EncodingMusicalStylewithTransformerAutoencodersKristyChoi1CurtisHawthorne2IanSimon2MonicaDinculescu2JesseEngel2Abstracttwofold.First,Transformers(Vaswanietal.,2017)andtheirvariantsexcelasunconditio...