"topological deep learning" Papers

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E(n) Equivariant Topological Neural Networks

Claudio Battiloro, Ege Karaismailoglu, Mauricio Tec et al.

ICLR 2025posterarXiv:2405.15429
19
citations

MANTRA: The Manifold Triangulations Assemblage

Rubén Ballester, Ernst Roell, Daniel Bin Schmid et al.

ICLR 2025posterarXiv:2410.02392
8
citations

Position: Topological Deep Learning is the New Frontier for Relational Learning

Theodore Papamarkou, Tolga Birdal, Michael Bronstein et al.

ICML 2024poster