"persistent homology" Papers

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On topological descriptors for graph products

Mattie Ji, Amauri Souza, Vikas Garg

NEURIPS 2025arXiv:2511.08846
1
citations

Revisiting Point Cloud Completion: Are We Ready For The Real-World?

Stuti Pathak, Prashant Kumar, Dheeraj Baiju et al.

ICCV 2025arXiv:2411.17580
1
citations

TopER: Topological Embeddings in Graph Representation Learning

Astrit Tola, Funmilola Mary Taiwo, Cuneyt Akcora et al.

NEURIPS 2025arXiv:2410.01778

TopoDiffusionNet: A Topology-aware Diffusion Model

Saumya Gupta, Dimitris Samaras, Chao Chen

ICLR 2025arXiv:2410.16646
8
citations

Towards Scalable Topological Regularizers

Wong Hiu-Tung, Darrick Lee, Hong Yan

ICLR 2025arXiv:2501.14641
1
citations

Differentiability and Optimization of Multiparameter Persistent Homology

Luis Scoccola, Siddharth Setlur, David Loiseaux et al.

ICML 2024arXiv:2406.07224
11
citations

Learning Persistent Community Structures in Dynamic Networks via Topological Data Analysis

Dexu Kong, Anping Zhang, Yang Li

AAAI 2024paperarXiv:2401.03194
5
citations

Mapping the Multiverse of Latent Representations

Jeremy Wayland, Corinna Coupette, Bastian Rieck

ICML 2024arXiv:2402.01514
10
citations

Scale-Free Image Keypoints Using Differentiable Persistent Homology

Giovanni Barbarani, Francesco Vaccarino, Gabriele Trivigno et al.

ICML 2024arXiv:2406.01315
1
citations

Topological Neural Networks go Persistent, Equivariant, and Continuous

Yogesh Verma, Amauri Souza, Vikas Garg

ICML 2024arXiv:2406.03164
12
citations