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20222024
most citedSEEDS: Exponential SDE Solvers for Fast High-Quality Sampling from Diffusion Models

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math.OC2022

Realization Theory Of Recurrent Neural ODEs Using Polynomial System Embeddings

Martin Gonzalez, Thibault Defourneau, Hatem Hajri +1

In this paper we show that neural ODE analogs of recurrent (ODE-RNN) and Long Short-Term Memory (ODE-LSTM) networks can be algorithmically embeddeded into the class of polynomial s…