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Boyu Lyu

2 accepted papers

2023

NIS3D: A Completely Annotated Benchmark for Dense 3D Nuclei Image Segmentation

NeurIPS 2023poster

3D segmentation of nuclei images is a fundamental task for many biological studies. Despite the rapid advances of large-volume 3D imaging acquisition methods and the emergence of sophisticated algorithms to segment the nuclei in recent years, a benchmark with all cells completely annotated is still…

2021

ConvexVST: A Convex Optimization Approach to Variance-stabilizing Transformation

ICML 2021spotlight

The variance-stabilizing transformation (VST) problem is to transform heteroscedastic data to homoscedastic data so that they are more tractable for subsequent analysis. However, most of the existing approaches focus on finding an analytical solution for a certain parametric distribution, which seve…