Topologically Regularized Data Embeddings

18 October 2021

Papers citing "Topologically Regularized Data Embeddings"

6 / 6 papers shown

Title
TopoMap++: A faster and more space efficient technique to compute projections with topological guarantees Vitória Guardieiro Felipe Inagaki de Oliveira Harish Doraiswamy L. G. Nonato Claudio Silva 23 2 0 11 Sep 2024
Lens functions for exploring UMAP Projections with Domain Knowledge Daniël M. Bot Jan Aerts 32 0 0 15 May 2024
Differentiable Euler Characteristic Transforms for Shape Classification Ernst Röell Bastian Alexander Rieck 28 6 0 11 Oct 2023
GroupEnc: encoder with group loss for global structure preservation David Novak S. V. Gassen Yvan Saeys DRL 14 1 0 06 Sep 2023
Topologically Regularized Multiple Instance Learning to Harness Data Scarcity Salome Kazeminia Carsten Marr Bastian Alexander Rieck 18 0 0 26 Jul 2023
Topology-Preserving Dimensionality Reduction via Interleaving Optimization Bradley J. Nelson Yuan Luo 20 5 0 31 Jan 2022