3 citations · 6 across the 3 of their papers we have counts for
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cs.CV2022★ 3 cited
Geoclidean: Few-Shot Generalization in Euclidean Geometry
Joy Hsu, Jiajun Wu, Noah D. Goodman
Euclidean geometry is among the earliest forms of mathematical thinking. While the geometric primitives underlying its constructions, such as perfect lines and circles, do not ofte…
cs.CV2021★ 1 cited
DARCNN: Domain Adaptive Region-based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images
Joy Hsu, Wah Chiu, Serena Yeung
In the biomedical domain, there is an abundance of dense, complex data where objects of interest may be challenging to detect or constrained by limits of human knowledge. Labelled…
cs.CV2020
Capturing implicit hierarchical structure in 3D biomedical images with self-supervised hyperbolic representations
Joy Hsu, Jeffrey Gu, Gong-Her Wu +2
We consider the task of representation learning for unsupervised segmentation of 3D voxel-grid biomedical images. We show that models that capture implicit hierarchical relationshi…