Nicolas Berkouk

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 10

Top Topics

Level Set Evolution

Geodesic Active Contours

Nearest Neighbour

Top Venues

J. Open Source Softw.

Publications

Dan Meller, Nicolas Berkouk
Singular Value Representation: A New Graph Perspective On Neural Networks. CoRR (2023)
Dan Meller, Nicolas Berkouk
Singular Value Representation: A New Graph Perspective On Neural Networks. AISTATS (2023)
Matteo Caorsi, Raphael Reinauer, Nicolas Berkouk
giotto-deep: A Python Package for Topological Deep Learning. J. Open Source Softw. 7 (79) (2022)
Nicolas Berkouk
On the (non-)stability of the sheaf-function correspondence. CoRR (2022)
Nicolas Berkouk, François Petit
Projected distances for multi-parameter persistence modules. CoRR (2022)
Nicolas Berkouk, Luca Nyckees
One Diamond to Rule Them All: Old and new topics about zigzag, levelsets and extended persistence. CoRR (2022)
Nicolas Berkouk
Algebraic Homotopy Interleaving Distance. GSI (2021)
Raphael Reinauer, Matteo Caorsi, Nicolas Berkouk
Persformer: A Transformer Architecture for Topological Machine Learning. CoRR (2021)
Nicolas Berkouk, Grégory Ginot, Steve Oudot
Level-sets persistence and sheaf theory. CoRR (2019)
Nicolas Berkouk, Grégory Ginot
A derived isometry theorem for constructible sheaves on 𝑹. CoRR (2018)