stat.ME · 2026-07-23 · No. 62

Methodology, 2026-07-23.

1 new papers in stat.ME. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Deep Shape Regression for Planar Curves with Multimodal Covariates

    Manuel Pfeuffer, Roshan Prakash Rane, Hadya Yassin, Kerstin Ritter, Sonja Greven

    stat.ME · cs.CV · cs.LG · q-bio.QM · stat.ML

    The shape of a planar curve is the geometric information that remains once translation, rotation, scale and reparametrisation are removed and is of interest in many health applications, e.g. in neuroimaging. We propose a deep shape regression model for open planar curves that admits multimodal and high-dimensional covariates. Representing curves as complex-valued functions, we show that the conditional full Procrustes mean is the leading...

    arxiv.org/abs/2607.19600 · PDF

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