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arXiv research

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1 result for “ContinuousNet”

Continuous-in-Depth Neural Networkscs.LG

ContinuousNet generalizes ResNets to continuous dynamical systems.

problem ResNets fail to be meaningful dynamical integrators.

method Embedding continuous dynamical systems into higher-order numerical integration schemes (Runge Kutta).

result ContinuousNet exhibits invariance to discrete time step sizes and numerical integration schemes.

ResNets ContinuousNet Dynamical Integrators Runge Kutta Incremental Training

2020-08-05abs ↗pdf ↗