Soutrik Roy Chowdhury

Stability Analysis of Equivariant Convolutional Representations Through The Lens of Equivariant Multi-layered CKNs

2024 · arXiv (Cornell University)

In this paper we construct and theoretically analyse group equivariant convolutional kernel networks (CKNs) which are useful in understanding the geometry of (equivariant) CNNs through the lens of reproducing kernel Hilbert spaces (RKHSs). We then …