Poster "topological data analysis" Papers

8 papers found

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Conference

AAAI 2025 (3,028)COLM 2025 (418)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)

Paper Type

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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

Deep Regression Representation Learning with Topology

Shihao Zhang, Kenji Kawaguchi, Angela Yao

ICML 2024arXiv:2404.13904
2
citations

Differentiability and Optimization of Multiparameter Persistent Homology

Luis Scoccola, Siddharth Setlur, David Loiseaux et al.

ICML 2024arXiv:2406.07224
11
citations

Differentiable Mapper for Topological Optimization of Data Representation

Ziyad Oulhaj, Mathieu Carrière, Bertrand Michel

ICML 2024arXiv:2402.12854
10
citations

Generalized Sobolev Transport for Probability Measures on a Graph

Tam Le, Truyen Nguyen, Kenji Fukumizu

ICML 2024arXiv:2402.04516
9
citations

Scalar Function Topology Divergence: Comparing Topology of 3D Objects

Ilya Trofimov, Daria Voronkova, Eduard Tulchinskii et al.

ECCV 2024arXiv:2407.08364