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08/29/2023
Tuning the perplexity for and computing sampling-based t-SNE embeddings
Widely used pipelines for the analysis of high-dimensional data utilize ...
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07/10/2023
A Fast Geometric Multigrid Method for Curved Surfaces
We introduce a geometric multigrid method for solving linear systems ari...
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02/28/2023
Parametrizing Product Shape Manifolds by Composite Networks
Parametrizations of data manifolds in shape spaces can be computed using...
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10/17/2022
ProtoFold Neighborhood Inspector
Post-translational modifications (PTMs) affecting a protein's residues (...
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08/09/2022
Report on AI-Infused Contouring Workflows for Adaptive Proton Therapy in the Head and Neck
Delineation of tumors and organs-at-risk permits detecting and correctin...
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03/16/2022
Deep vanishing point detection: Geometric priors make dataset variations vanish
Deep learning has improved vanishing point detection in images. Yet, dee...
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11/17/2021
Evaluations of The Hierarchical Subspace Iteration Method
This document contains additional experiments concerned with the evaluat...
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11/17/2021
The Hierarchical Subspace Iteration Method for Laplace–Beltrami Eigenproblems
Sparse eigenproblems are important for various applications in computer ...
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11/16/2021
DeltaConv: Anisotropic Point Cloud Learning with Exterior Calculus
Learning from 3D point-cloud data has rapidly gained momentum, motivated...
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11/01/2021
Comparing Bayesian Models for Organ Contouring in Headand Neck Radiotherapy
Deep learning models for organ contouring in radiotherapy are poised for...
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08/30/2019
Geometric optimization using nonlinear rotation-invariant coordinates
Geometric optimization problems are at the core of many applications in ...
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05/08/2014