Joint Diffusion Processes as an Inductive Bias in Sheaf Neural Networks

Ferran Hernandez Caralt, Guillermo Bernárdez Gil, Iulia Duta, Pietro Liò, Eduard Alarcón-Cot. Joint Diffusion Processes as an Inductive Bias in Sheaf Neural Networks. In Sharvaree Vadgama, Erik J. Bekkers, Alison Pouplin, Sékou-Oumar Kaba, Robin Walters 0001, Hannah Lawrence, Tegan Emerson, Henry Kvinge, Jakub M. Tomczak, Stefanie Jegelka, editors, Proceedings of the Geometry-grounded Representation Learning and Generative Modeling Workshop (GRaM) at ICML 2024, 29 July 2024, Vienna, Austria. Volume 251 of Proceedings of Machine Learning Research, pages 249-263, PMLR, 2024. [doi]

Abstract

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