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: CoRR (2022)
Keyphrases
- differential equations
- feed forward artificial neural networks
- dynamical systems
- network architecture
- short term
- boundary value problem
- numerical solution
- numerical methods
- neural network
- ordinary differential equations
- brownian motion
- partial differential equations
- markov chain
- level set
- image interpolation
- edge detection
- object recognition
- difference equations
- experimental data
- steady state
- dynamic time warping
- mathematical model
- control theory
- higher order
- similarity measure