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topological regularization

7 papers

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Co-occurring keywords · papers mentioning both

persistent homology (3) classification boundary (1) data embedding (1) generative network (1) sparse data (1) graph neural network (1) sparse point cloud (1) vessel segmentation (1) persistent diagram (1) graph generative network (1)

Papers

Topological-Aware Regularization for Semi-Supervised Intracranial Aneurysm Vessel Segmentation MIDL 2026 Enhancing Implicit Shape Generators Using Topological Regularizations ICML 2024 GLiDR: Topologically Regularized Graph Generative Network for Sparse LiDAR Point Clouds CVPR 2024 Topologically penalized regression on manifolds JMLR 2022 Topologically Regularized Data Embeddings ICLR 2022 A Topology Layer for Machine Learning AISTATS 2020 A Topological Regularizer for Classifiers via Persistent Homology AISTATS 2019