37 citations · 48 across the 9 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
math.FA2022★ 4 cited
On Generalizations of the Nonwindowed Scattering Transform
Albert Chua, Matthew Hirn, Anna Little
In this paper, we generalize finite depth wavelet scattering transforms, which we formulate as $\Lb^q(\mathbb{R}^n)$ norms of a cascade of continuous wavelet transforms (or dyadic…
cs.LG2022★ 2 cited
Taxonomy of Benchmarks in Graph Representation Learning
Renming Liu, Semih Cantürk, Frederik Wenkel +9
Graph Neural Networks (GNNs) extend the success of neural networks to graph-structured data by accounting for their intrinsic geometry. While extensive research has been done on de…