"persistent homology" Papers

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AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NeurIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

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

Stuti Pathak, Prashant Kumar, Dheeraj Baiju et al.

ICCV 2025posterarXiv:2411.17580
1
citations

TopER: Topological Embeddings in Graph Representation Learning

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

NeurIPS 2025posterarXiv:2410.01778

Towards Scalable Topological Regularizers

Wong Hiu-Tung, Darrick Lee, Hong Yan

ICLR 2025posterarXiv:2501.14641
1
citations

Differentiability and Optimization of Multiparameter Persistent Homology

Luis Scoccola, Siddharth Setlur, David Loiseaux et al.

ICML 2024poster

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 2024poster

Scale-Free Image Keypoints Using Differentiable Persistent Homology

Giovanni Barbarani, Francesco Vaccarino, Gabriele Trivigno et al.

ICML 2024poster

Topological Neural Networks go Persistent, Equivariant, and Continuous

Yogesh Verma, Amauri Souza, Vikas Garg

ICML 2024poster