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Publications

Giovanni Marchetti, Daniel Kunin, Adele Myers, Francisco Acosta, and Nina Miolane. (2026). Sequential Group Composition: A Window into the Mechanics of Deep Learning. Proceedings of the 43rd International Conference on Machine Learning (ICML 2026). https://doi.org/10.48550/arXiv.2602.03655 (link)

Luís F. Pereira, Alice Le Brigant, Adele Myers, Emmanuel Hartman, Amil Khan, Malik Tuerkoen, Trey Dold, Mengyang Gu, Pablo Suárez-Serrato, and Nina Miolane (2025). Learning from Landmarks, Curves, Surfaces, and Shapes in Geomstats. ACM Transactions on Mathematical Software. https://doi.org/10.1145/3779118. (link)

Adele Myers and Nina Miolane. (2024). On Accuracy and Speed of Geodesic Regression: Do Geometric Priors Improve Learning on Small Datasets? Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, pp. 2714–2722. (link)

Adele Myers, Caitlin Taylor, Emily Jacobs, and Nina Miolane. (2023). Geodesic Regression Characterizes 3D Shape Changes in the Female Brain During Menstruation. Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, pp. 2534–2543. (link)

​Allison M Gabbert; James A Mondo; Joseph P Campanale; Noah P Mitchell; Adele Myers; Sebastian J Stre-
ichan; Nina Miolane; Denise Montell (2023) Septins regulate border cell shape and surface geometry downstream of Rho. Developmental Cell.
(link)

Adele Myers et. al (2022) “ICLR 2022 Challenge for Computational Geometry and Topology: Design and Re-
sults”. Proceedings of Machine Learning Research. Volume “Topological, Algebraic, and Geometric Learning”. Accepted, In press. (link)

Adele Myers, Greg Spriggs (2018), Water Entrainment in Nuclear Detonations: Discovery and Investigation,
LLNL Report, LLNL-TR-758735.
(link)

Conference Abstracts

Adele Myers*, Sarah Kushner*, Magdalena Martínez-García, Daniel Martín de Blas, María Paternina-Die,
Cristina Ballesteros, Emily G. Jacobs, Susanna Carmona, and Nina Miolane. (2025). A Digital
Twin of the Pregnant Brain: Modeling Structural Brain Changes during Human Gestation. Poster presented at the 53rd Annual Meeting of the Society for Neuroscience, San Diego, CA.

​Magdalena Martinez-Garcia, Hannah Grotzinger, Laura Pritschet, Elizabeth Chrastil, Adele Myers, Luís
Pereira, Caitlin Taylor, Ina Stelzer, Kaitlin Casaletto, Nina Miolane, Susana Carmona, Emily Jacobs (2024).
The Maternal Brain Project. CZI Imaging the Future.
(link)

​Adele Myers, Nina Miolane (2022). Regression-based elastic metric learning on shape spaces of curves.
NeurIPS workshop: Learning meaningful representations of life.​
(link)

Code Publications

Adele Myers, Nina Miolane (2024). geometric-intelligence/herbrain: HerBrain v0.0.0. Zenodo 10.5281/zen-
odo.13356095.
(link)

Nina Miolane; Saiteja Utpala; Nicolas Guigui; Alice Le Brigant; Hzaatiti; Johan Mathe; Niklas Koep; emaig-
nant; xpennec; ythanwerdas; tgeral68; Christian; Olivier Peltre; pchauchat; Maya95assal; mortenapedersen;
Lu´ıs F. Pereira; Florent-Michel; Stefan Heyder; adelemyers99; Jules-Deschamps; Yann Cabanes; Quentin
Barth´elemy; Marius; Shubham Talbar; est271; Arthur Pignet; Oleg Kachan; Adrish Dey; Chris Harris. (2022).
geomstats/geomstats: Geomstats v2.5.0 (2.5.0). Zenodo. https://doi.org/10.5281/zenodo.6478729
(link)

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