SyMetric: Measuring the Quality of Learnt Hamiltonian Dynamics Inferred from Vision

Neural Information Processing Systems 

Our measures take advantage of the known properties of Hamiltonian dynamics and are more discriminative of the model's ability to capture the underlying dynamics than reconstruction error.

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