PDE-CNNs: Axiomatic Derivations and Applications

Gijs Bellaard, Sei Sakata, Bart M. N. Smets +1

PDE-based Group Convolutional Neural Networks (PDE-G-CNNs) use solvers of evolution PDEs as substitutes for the conventional components in G-CNNs. PDE-G-CNNs can offer several bene…