2 papers
cs.LG2026
A Generalization Bound for a Family of Implicit Networks
Samy Wu Fung, Benjamin Berkels
Implicit networks are a class of neural networks whose outputs are defined by the fixed point of a parameterized operator. They have enjoyed success in many applications including…
math.NA2024
On the importance of the -regularization of the distribution-dependent Mumford-Shah model for hyperspectral image segmentation
Jan-Christopher Cohrs, Benjamin Berkels
Recently, the distribution-dependent Mumford-Shah model for hyperspectral image segmentation was introduced. It approximates an image based on first and second order statistics usi…