Persistent Homology for High-dimensional Data Based on Spectral MethodsNeural Information Processing Systems (NeurIPS), 2023 |
CUTS: A Deep Learning and Topological Framework for Multigranular
Unsupervised Medical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 |
Time-inhomogeneous diffusion geometry and topologySIAM Journal on Mathematics of Data Science (SIMODS), 2022 |
Learning shared neural manifolds from multi-subject FMRI dataInternational Workshop on Machine Learning for Signal Processing (MLSP), 2021 Je-chun Huang E. L. Busch Tom Wallenstein Michał Gerasimiuk Andrew Benz Guillaume Lajoie Guy Wolf Nicholas B. Turk-Browne Smita Krishnaswamy |
HUMAP: Hierarchical Uniform Manifold Approximation and ProjectionIEEE Transactions on Visualization and Computer Graphics (TVCG), 2021 |