Search Results for author: Shufei Ge

Found 3 papers, 2 papers with code

A distribution-guided Mapper algorithm

1 code implementation19 Jan 2024 Yuyang Tao, Shufei Ge

With a dataset as an input, the Mapper algorithm outputs a graph representing the topological features of the whole dataset.

Shape Modeling with Spline Partitions

1 code implementation5 Aug 2021 Shufei Ge, Shijia Wang, Lloyd Elliott

In this work, we focus on Bayesian nonparametric methods for capturing shapes by partitioning a space using curves.

Image Segmentation Semantic Segmentation

Random Tessellation Forests

no code implementations NeurIPS 2019 Shufei Ge, Shijia Wang, Yee Whye Teh, Liangliang Wang, Lloyd T. Elliott

The Ostomachion process and the self-consistent binary space partitioning-tree process were recently introduced as generalizations of the Mondrian process for space partitioning with non-axis aligned cuts in the two dimensional plane.

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