Paper nostalgia #3: revisiting Augmented Neural ODEs (Dupont et al., NeurIPS 2019)
burny_tech · x · 2026-11-10
hmdolatabadi started a "paper nostalgia" series revisiting papers from his PhD. Entry #3 is Augmented Neural ODEs by Dupont et al. (NeurIPS 2019): with a few simple pictures it exposes a basic limitation of neural ODEs, and the fix is equally simple — give the dynamics extra dimensions. The shared image contrasts Neural ODE and Augmented Neural ODE trajectories.
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