EXIT: Extrapolation and Interpolation-based Neural Controlled Differential Equations for Time-series Classification and Forecasting.
Sheo Yon JhinJaehoon LeeMinju JoSeungji KookJinsung JeonJihyeon HyeongJayoung KimNoseong ParkPublished in: WWW (2022)
Keyphrases
- differential equations
- feed forward artificial neural networks
- dynamical systems
- network architecture
- ordinary differential equations
- neural network
- short term
- numerical solution
- partial differential equations
- brownian motion
- numerical methods
- boundary value problem
- image interpolation
- control theory
- nonlinear differential equations
- interpolation method
- sampling methods
- dynamic systems
- image quality
- higher order