DoResidualNeuralNetworksdiscretizeNeural OrdinaryDifferentialEquations?

Neural Information Processing Systems 

Neural ODEs also provide atheoretical framework to study deep learning models from the continuous viewpoint, using the arsenal of ODE theory [40, 25, 41]. Importantly, they can also be seen as the continuous analog of ResNets.

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