In the 20th century, non-Euclidean geometry transformed how we model the world with pen&paper. Now, it disrupts how we model the world w machines👇 Mathilde Papillon🦋 mathildepapillon .bsky .social Sophia Sanborn Johan Mathe Louisa Cornelis Abby Bertics Buracas Hansen Lillemark Christian Shewmake Fatih Dinc Pennec

I'm so excited for this workshop — we have an incredible lineup of speakers!! Submit your work ASAP and come join us in San Diego to discuss how geometry, topology, and symmetry shape computation in neural systems!

🏆🏆🏆 NEURREPS PRIZE ALERT 🏆🏆🏆 The best paper in each of our categories will win a $500 cash prize! Our 3 categories are: 🧠Neuroscience + Interpretability, 🤖Topological + Geometric ML, ❄️Symmetry + Equivariance. Submit your work by Aug 22: neurreps.org/call-for-papers

Submitting your work to an excellent workshop 🤝 the chance to win $500 dollars. Best deal ever!

🎉 Big news! 🚨 The NeurReps Prize offers $500 for the best paper in these categories: 🧠 Neuroscience + Interpretability 🤖 Topological + Geometric ML ❄️ Symmetry + Equivariance Submit by Aug 22 for your chance to win! And thanks to New Theory for sponsoring! 🙌

Interested in how geometric intelligence emerges in brains and machines? 🧠➗🤖 I joined Anita Okorie on Mind Over Matter to discuss geometric AI, brain complexity, and how neuroimaging can advance our understanding of neurodegenerative diseases. 🎧 tinyurl.com/mryct7h9

From the lab to the airwaves 🎙️: Our PI Nina Miolane 🦋 @ninamiolane.bsky.social joined Anita Okorie on Mind Over Matter for a fascinating conversation on geometric AI, brain complexity, and how neuroimaging is helping to understand neurodegenerative disease. 🎧 Listen here: tinyurl.com/mryct7h9

‼️‼️ DEADLINE EXTENDED ‼️‼️ We are extending the NeurReps submission deadline to next Friday, August 29, 11:59 pm AOE. Follow these instructions to get your papers in: neurreps.org/call-for-papers Best paper in each category will receive a $500 cash prize 🏆

Traveling waves exist and provide efficient solutions to fundamental computational problems. It seems likely that evolution embraced them. doi.org/10.48550/arXiv… #neuroscience

Come work with us!! Nina is a great scientific leader, and Santa Barbara is a really special place

Only 1 week left! Get your papers in!

Thrilled to announce TopoBench has been accepted to DMLR! 🚀 It’s a modular library for Topological Deep Learning, built to provide reproducible, cross-domain benchmarks and accelerate research. GitHub: github.com/geometric-inte… #AI #DeepLearning

🚨 Reminder: The NeurReps 2025 Workshop paper submission deadline is approaching! 📅 Deadline: Aug 29th 11:59 AoE We welcome contributions on representations in Geometric ML, neuroscience, theory & beyond. 🔗neurreps.org/call-for-papers #NeurReps #NeurIPS2025 #ML #symmetry

Check out our new preprint where we analyzed the dynamics of over ten thousand neurons across 223 brain areas and uncovered a surprising universal principle that describes the organization of intrinsic timescales across the entire mouse brain, including subcortical structures!

Due to a record # of submissions for our NeurIPS workshop on Symmetry & Geometry in Neural Representations (neurreps.org), we're looking for volunteers to serve as Reviewers. So many phenomenal submissions. Send me your OpenReview email if you'd like to contribute!

Thrilled to see the momentum behind NeurReps this year😼! If you’re into symmetry, geometry, and neural representations, here’s a great way to get involved ✨

Seeking: reviewers with expertise in geometric deep learning, topology, computational neuroscience, and mechanistic interpretability for this year's NeurReps workshop. If you're interested in helping out, send me your OpenReview email via DM or email.

Fantastic opportunity: Join NeurIPS Conference 's Symmetry and Geometry in Neural Representations scientific committee as a reviewer!

I’m excited to announce that our paper, “Learning Riemannian Metrics for Interpolating Animations,” has been accepted to GSI 2025! 🧵 co-authored with Vismay Modi at University of Toronto and Nina Miolane 🦋 @ninamiolane.bsky.social at the UCSB Geometric Intelligence Lab lab! gi.ece.ucsb.edu/node/217

🚨 The call for demos is still open, the deadline is tomorrow! If you have a tool for visualizing large-scale data, pipelines for training foundation models, or BCI demos, we want to see it! Submission is only 500 words, and it's a great opportunity to showcase your work.