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Implicit Bias of Linear RNNs
ImplicitBiasofLinearRNNsMelikasadatEmami1MojtabaSahraee-Ardakan12ParthePandit12SundeepRangan3AlysonK.Fletcher12Abstractnetworkshavebecomeubiquitousinpracticalapplications,severaltheoreticalaspectso...
of Linear Implicit Bias RNNs
2023-11-16 18:46:5910831.87 MB28
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Transformers are RNNs Fast Autoregressive Transformers with Linear Attention
TransformersareRNNs:FastAutoregressiveTransformerswithLinearAttentionAngelosKatharopoulos12ApoorvVyas12NikolaosPappas3Franc¸oisFleuret12Abstractbytheglobalreceptiveﬁeldofself-attention,whichpro-c...
with Fast Are Linear Autoregressive
2023-11-14 21:46:52569429.81 KB26
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Learning Longer-term Dependencies in RNNs with Auxiliary Losses
LearningLonger-termDependenciesinRNNswithAuxiliaryLossesTrieuH.Trinh1AndrewM.DaiMinh-ThangLuongQuocV.Le{thtrieu,adai,thangluong,qvl}@google.comAbstractFigure1.Anoverviewofourmethod.Theauxiliaryloss...
Learning with Dependencies in Auxiliary
2023-11-13 11:59:571897342.33 KB21
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Focused Hierarchical RNNs for Conditional Sequence Processing
FocusedHierarchicalRNNsforConditionalSequenceProcessingNanRosemaryKe123KonradZ˙ołna41AlessandroSordoni3ZhouhanLin135AdamTrischler3YoshuaBengio167JoellePineau897LaurentCharlin110ChrisPal12Abstract...
for Hierarchical Conditional Sequence Focused
2023-11-13 11:59:361209785.03 KB17
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