Mathilde Papillon
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mathildepapillon.bsky.social
Mathilde Papillon
@mathildepapillon.bsky.social
Deep Learning + Topology + Human Movement
Physics PhD candidate
Now at Geometric Intelligence Lab, UC Santa Barbara and Los Angeles Dodgers
Prev McGill Physics
mathildep.ca
🏆The 2025 Topological Deep Learning Challenge is officially live!🏆
Hosted by the TAGinDS Conference 2025

🚀 This year, push the boundaries of topological ML by “Expanding the Data Landscape”

💰 Win incredible prizes, including research internships at UCSB and EPFL, as well as up to $800 US in cash!
September 22, 2025 at 4:29 PM
Our illustrated guide to non-Euclidian ML is finally published!
Check it out for
⭐️ gorgeous figures (with new additions!) on topology, algebra, and geometry in the field
⭐️ broken down tables for easy reading
⭐️ accessible text, additional refs, and more
iopscience.iop.org/article/10.1...
August 1, 2025 at 3:24 PM
TopoTune is going to ICML 2025!🎉🇨🇦
Curious to try topological deep learning with your custom GNN or your specific dataset? We built this for you! Find out how to get started at geometric-intelligence.github.io/topotune/
May 19, 2025 at 6:04 PM
Thank you to everyone who showed up in person and online! Congrats to @ninamiolane.bsky.social and @louisacornelis.bsky.social for some stellar talks🤩
February 21, 2025 at 11:56 PM
I am excited to host the next edition of the NeurReps Global Seminar Series, from @neurreps.bsky.social!
@ninamiolane.bsky.social and @louisacornelis.bsky.social will be speaking on 🧠Geometric Intelligence in Minds and Machines🤖
📅Friday, Feb 21st, 11am PST
Join us at UCSB (Elings,1605) or on Zoom!
February 19, 2025 at 4:29 PM