"manifold geometry" Papers

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Curvature-aware Graph Attention for PDEs on Manifolds

Yunfeng Liao, Jiawen Guan, Xiucheng Li

ICML 2025

Learning Without Augmenting: Unsupervised Time Series Representation Learning via Frame Projections

Berken Utku Demirel, Christian Holz

NEURIPS 2025oralarXiv:2510.22655

The Noisy Laplacian: a Threshold Phenomenon for Non-Linear Dimension Reduction

Alex Kokot, Octavian-Vlad Murad, Marina Meila

ICML 2025
2
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