PolyNODE: Variable-dimension Neural ODEs on M-polyfolds

Per Åhag, Alexander Friedrich, Fredrik Ohlsson +1

Neural ordinary differential equations (NODEs) are geometric deep learning models based on dynamical systems and flows generated by vector fields on manifolds. Despite numerous suc…