5 citations · 11 across the 9 of their papers we have counts for
Showing 2022Show all
2 papers · 1 filter
cs.LG2022
Experimental Observations of the Topology of Convolutional Neural Network Activations
Emilie Purvine, Davis Brown, Brett Jefferson +6
Topological data analysis (TDA) is a branch of computational mathematics, bridging algebraic topology and data science, that provides compact, noise-robust representations of compl…
cs.CG2022★ 3 cited
Reduced Connectivity for Local Bilinear Jacobi Sets
Daniel Klötzl, Tim Krake, Youjia Zhou +5
We present a new topological connection method for the local bilinear computation of Jacobi sets that improves the visual representation while preserving the topological structure…