Stefan C. Schonsheck

According to our database, Stefan C. Schonsheck authored at least 10 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Spherical coordinates from persistent cohomology.

Nikolas C. Schonsheck, Stefan C. Schonsheck

J. Appl. Comput. Topol., March, 2024

2023

Multiscale Hodge Scattering Networks for Data Analysis.

Naoki Saito, Stefan C. Schonsheck, Eugene Shvarts

CoRR, 2023

Multiscale Transforms for Signals on Simplicial Complexes.

Naoki Saito, Stefan C. Schonsheck, Eugene Shvarts

CoRR, 2023

2022

Parallel Transport Convolution: Deformable Convolutional Networks on Manifold-Structured Data.

Stefan C. Schonsheck, Bin Dong, Rongjie Lai

SIAM J. Imaging Sci., 2022

Semi-Supervised Manifold Learning with Complexity Decoupled Chart Autoencoders.

Stefan C. Schonsheck, Scott Mahan, Timo Klock, Alexander Cloninger, Rongjie Lai

CoRR, 2022

2021

Nonisometric Surface Registration via Conformal Laplace-Beltrami Basis Pursuit.

Stefan C. Schonsheck, Michael M. Bronstein, Rongjie Lai

J. Sci. Comput., 2021

2020

Computational Analysis of Deformable Manifolds: from Geometric Modelling to Deep Learning.

Stefan C. Schonsheck

CoRR, 2020

Unsupervised Geometric Disentanglement for Surfaces via CFAN-VAE.

N. Joseph Tatro, Stefan C. Schonsheck, Rongjie Lai

CoRR, 2020

2019

Chart Auto-Encoders for Manifold Structured Data.

Stefan C. Schonsheck, Jie Chen, Rongjie Lai

CoRR, 2019

2018

Parallel Transport Convolution: A New Tool for Convolutional Neural Networks on Manifolds.

Stefan C. Schonsheck, Bin Dong, Rongjie Lai

CoRR, 2018