Symmetry and Geometry in Neural Representations
NeurIPS workshop and digital community | 🌐 geometry, algebra, topology + 🤖 deep learning + 🧠 neuroscience | Join us on slack! tinyurl.com/nr-slack
Visit our website: neurreps.org
- Reposted by Symmetry and Geometry in Neural RepresentationsSend em in!
- 📢 Call for Papers: NeurReps 2025 ‼️‼️‼️ 🧠 Submit your research on symmetry, geometry, and topology in artificial and biological neural networks. Two tracks: Proceedings (9 pages) and Extended Abstract (4 pages). Deadline: Aug 22, 2025. www.neurreps.org/call-for-pap...
- Reposted by Symmetry and Geometry in Neural RepresentationsNeurReps is back for its 4th edition at NeurIPS 2025! Stay tuned for updates!
- 📢 Call for Papers: NeurReps 2025 ‼️‼️‼️ 🧠 Submit your research on symmetry, geometry, and topology in artificial and biological neural networks. Two tracks: Proceedings (9 pages) and Extended Abstract (4 pages). Deadline: Aug 22, 2025. www.neurreps.org/call-for-pap...
- Reposted by Symmetry and Geometry in Neural RepresentationsYou're into neuroscience and AI? 🧠 🤖 You're working on the mathematics that drives biological and artificial neural networks? We want to hear from you! Submit to NeurReps 2025 at @neuripsconf.bsky.social ! 📅 Deadline: Aug 22 📄 Two tracks: 9p proceedings & 4p extended abstracts
- 📢 Call for Papers: NeurReps 2025 ‼️‼️‼️ 🧠 Submit your research on symmetry, geometry, and topology in artificial and biological neural networks. Two tracks: Proceedings (9 pages) and Extended Abstract (4 pages). Deadline: Aug 22, 2025. www.neurreps.org/call-for-pap...
- Reposted by Symmetry and Geometry in Neural Representations🚨One of the coolest workshops in AI is back! NeurReps 2025 is calling for papers on symmetry, geometry & topology in neural networks 🧠📐 If your work bridges theory & structure — don’t miss this. 📅 Deadline: Aug 22
- 📢 Call for Papers: NeurReps 2025 ‼️‼️‼️ 🧠 Submit your research on symmetry, geometry, and topology in artificial and biological neural networks. Two tracks: Proceedings (9 pages) and Extended Abstract (4 pages). Deadline: Aug 22, 2025. www.neurreps.org/call-for-pap...
- 📢 Call for Papers: NeurReps 2025 ‼️‼️‼️ 🧠 Submit your research on symmetry, geometry, and topology in artificial and biological neural networks. Two tracks: Proceedings (9 pages) and Extended Abstract (4 pages). Deadline: Aug 22, 2025. www.neurreps.org/call-for-pap...
- 🧠✨ Join us for LAMINR: Learning and Aligning Manifolds of Single-Neuron Invariances — uncover the geometry of thought through implicit neural representations! 📅 Mon, Jun 16 @ 18:00 CET 🔗 Zoom | PW: 314159 🎙️ Part of the #NeurReps Global Seminar Series #AI #Neuroscience #RepresentationLearning
- Interested in the cutting edge of graph theory and topology for GDL? Join us this Wednesday at 17:00 IDT (16:00 CET) for our seminar with Haggai Maron's lab in Technion to learn how we can push the limits of expressivity in graph and topological deep learning!
- NeurReps 2025 is on its way ! If you're interested in serving in the Program Committee, consider filling this form ! forms.gle/wgUXHT7Mq71n...
- We are looking for reviewers to serve on the Program Committee of the Symmetry and Geometry in Neural Representations (NeurReps) workshop at NeurIPS 2025! If you are interested in participating, please fill out this form: forms.gle/wgUXHT7Mq71n... @neurreps.bsky.social
- Need Equivariance and Fast? 🚀 Try PASSION Lab's OpenEquivariance Library! github.com/vbharadwaj-b... This drop-in library produces the same results as the e3nn library in a fraction of the cost! See their SIAM preprint for details: arxiv.org/abs/2501.13986
- 🐣What came first—the chicken or the egg? Maybe they’re just correlated… and the rabbit brought both! 🐰 Join us this Friday at 3:00 CET for a seminar by Francesco Locatello as we explore Causal Deep Learning—how to uncover causal factors in data!
- Reposted by Symmetry and Geometry in Neural RepresentationsI 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!
- 📢 NeurReps Speaker Series seminar is back! @ucsb.bsky.social is hosting us for a talk by @ninamiolane.bsky.social and @louisacornelis.bsky.social on Geometric Intelligence in Minds and Machines! 🧠 🗓️This Friday, February 21st, 11 AM PT Join in person at UCSB (Elings, 1605) or on Zoom!
- Zoom link caltech.zoom.us/j/88141815847 We thank Chase Van De Geijn and @mathildepapillon.bsky.social for making this happen!
- Closing remarks now by Christian Shewmake.
- Our last contributed talk is from Guy Bar-Shalom on "Efficient Subgraph GNNs via Graph Products and Coarsening".
- Reposted by Symmetry and Geometry in Neural Representations🎉 Good news! The fun doesn’t stop after the first social! Join us for a joint party with @neurreps.bsky.social and NeuroAI. Don’t miss out—scan the QR code to register now! 🚀
- Another contributed talk by Yam Eitan from Technion on Topological Blindspots. "Understanding and Extending Topological Deep Learning Through the Lens of Expressivity"!
- Maybe now is the time to bring it all together (neural activity, connectome, biophysics, and behavior). "An AI-based, data-driven Whole Animal Model (WhAM) of the fruit fly"
- We welcome our next Keynote Speaker, Srini Turaga, for a talk on "Simulating the brain and body of the fruit fly".
- Xiran Fan presented her work on "Probabilistic Nested Homogeneous Spaces for Dimensionality Reduction". Catch her during the poster session at 4:15 pm to hear more.
- Join us for our next Keynote invited talk from Stefanie Jegelka on "In-context Symmetries via Contextual World Models"!
- Pointing our lessons from LLM: to be able to have in-context learning (ICL) "Context is a flexible way to model multiple invariances."
- Selecting symmetries via context: ContextSSL
- Tomáš Karella presents their work on "Harmformer: Harmonic Networks Meet Transformers for Continuous Roto-Translation Equivariance"!
- While you're oscillating between @unireps.bsky.social and @neurreps.bsky.social , stop by NeurReps to hear from Evangelos Chatzipantazis on "BiEquiFormer: Bi-Equivariant Representations for Global Point Cloud Registration"!
- "Does Equivariance Matter at Scale?" Hear from @johannbrehmer.bsky.social, a physicist turned machine learner and a research scientist at CuspAI in Amsterdam.
- Our next speaker is Nahid Torbati from Max Planck Institute, who will discuss "Exploring Geometric Representational Alignment through Ollivier-Ricci Curvature and Ricci Flow"!
- Our second Keynote speaker is @taliakonkle.bsky.social from Harvard University. Come to hear about "The Cortical Topography of Visual Space Representation"!
- @taliakonkle.bsky.social started the talk with a focus on the topography of the early visual area.
- And presented two approaches to learning self-organizing maps across the cortex.
- Eero Simoncelli on the geometry of the distribution of natural images
- NeurReps has begun! Join us today for a program combining geometry/topology, deep learning, neuroscience, and interpretability
- Reposted by Symmetry and Geometry in Neural RepresentationsOn Saturday at 11:00 at the @neurreps.bsky.social workshop, I'll talk about our investigation into the relevance of equivariance at scale. We studied empirically how equivariant and non-equivariant architectures scale as a function of training data, model size, and training steps. 4/6
- Reposted by Symmetry and Geometry in Neural RepresentationsI'll be in Vancouver for the next week @neuripsconf.bsky.social. Who will I see there? Happy to chat about vision, comp neuro, equivariance, learning representations. In case you share my interests, consider joining our workshop @neurreps.bsky.social on Dec 14th 🧠
- Reposted by Symmetry and Geometry in Neural RepresentationsFirst post on Bluesky! I’ll be attending #NeurIPS2024 in Vancouver this week. Excited to meet new people and chat about comp neuro, NeuroAI, and foundation models for neuroscience. Also keen to attend the NeuroAI, @unireps.bsky.social and @neurreps.bsky.social workshops! 🧠
