Differentiable Euler Characteristic Transforms for Shape Classification

11 October 2023

Papers citing "Differentiable Euler Characteristic Transforms for Shape Classification"

7 / 7 papers shown

Title
Latent Manifold Reconstruction and Representation with Topological and Geometrical Regularization Ren Wang Pengcheng Zhou 32 0 0 07 May 2025
Diss-l-ECT: Dissecting Graph Data with local Euler Characteristic Transforms Julius von Rohrscheidt Bastian Alexander Rieck 16 0 0 03 Oct 2024
MANTRA: The Manifold Triangulations Assemblage Rubén Ballester Ernst Röell Daniel Bin Schmid Mathieu Alain Sergio Escalera Carles Casacuberta Bastian Rieck 44 2 0 03 Oct 2024
Position: Topological Deep Learning is the New Frontier for Relational Learning Theodore Papamarkou Tolga Birdal Michael M. Bronstein Gunnar Carlsson Justin Curry ... Petar Velickovic Bei Wang Yusu Wang Guo-Wei Wei Ghada Zamzmi AI4CE 47 25 0 14 Feb 2024
Euler Characteristic Transform Based Topological Loss for Reconstructing 3D Images from Single 2D Slices K. Nadimpalli A. Chattopadhyay Bastian Alexander Rieck 42 8 0 08 Mar 2023
On the Expressivity of Persistent Homology in Graph Learning Bastian Alexander Rieck Bastian Rieck 11 13 0 20 Feb 2023
Benchmarking Graph Neural Networks Vijay Prakash Dwivedi Chaitanya K. Joshi Anh Tuan Luu T. Laurent Yoshua Bengio Xavier Bresson 181 907 0 02 Mar 2020