Symmetry and Geometry in Neural Representations
@neurreps.bsky.social
NeurIPS workshop and digital community | 🌐 geometry, algebra, topology + 🤖 deep learning + 🧠 neuroscience | Join us on slack! http://tinyurl.com/nr-slack
Visit our website: https://www.neurreps.org/
Visit our website: https://www.neurreps.org/
Reposted by Symmetry and Geometry in Neural Representations
Send 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...
🧠 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...
NeurReps Workshop - Call for Papers
Call for Papers
www.neurreps.org
July 9, 2025 at 5:02 PM
Send em in!
Reposted by Symmetry and Geometry in Neural Representations
NeurReps 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...
🧠 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...
NeurReps Workshop - Call for Papers
Call for Papers
www.neurreps.org
July 10, 2025 at 1:16 PM
NeurReps is back for its 4th edition at NeurIPS 2025! Stay tuned for updates!
Reposted by Symmetry and Geometry in Neural Representations
You'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
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...
🧠 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...
NeurReps Workshop - Call for Papers
Call for Papers
www.neurreps.org
July 10, 2025 at 1:57 PM
You'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
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
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
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...
🧠 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...
NeurReps Workshop - Call for Papers
Call for Papers
www.neurreps.org
July 8, 2025 at 11:18 PM
🚨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
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...
🧠 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...
NeurReps Workshop - Call for Papers
Call for Papers
www.neurreps.org
July 8, 2025 at 11:07 PM
📢 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...
🧠 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
📅 Mon, Jun 16 @ 18:00 CET
🔗 Zoom | PW: 314159
🎙️ Part of the #NeurReps Global Seminar Series
#AI #Neuroscience #RepresentationLearning
June 13, 2025 at 7:48 AM
🧠✨ 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
📅 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!
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!
May 26, 2025 at 12:48 PM
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!
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...
forms.gle/wgUXHT7Mq71n...
May 26, 2025 at 11:19 AM
NeurReps 2025 is on its way ! If you're interested in serving in the Program Committee, consider filling this form !
forms.gle/wgUXHT7Mq71n...
forms.gle/wgUXHT7Mq71n...
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
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
GitHub - PASSIONLab/OpenEquivariance: OpenEquivariance: a fast, open-source GPU JIT kernel generator for the Clebsch-Gordon Tensor Product.
OpenEquivariance: a fast, open-source GPU JIT kernel generator for the Clebsch-Gordon Tensor Product. - PASSIONLab/OpenEquivariance
github.com
April 25, 2025 at 10:51 AM
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
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!
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!
April 22, 2025 at 7:36 AM
🐣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!
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 Representations
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!
@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
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!
@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!
@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!
February 19, 2025 at 5:04 PM
📢 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!
@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!
Closing remarks now by Christian Shewmake.
December 15, 2024 at 12:30 AM
Closing remarks now by Christian Shewmake.
Our last contributed talk is from Guy Bar-Shalom on "Efficient Subgraph GNNs via Graph Products and Coarsening".
December 15, 2024 at 12:17 AM
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! 🚀
December 15, 2024 at 12:05 AM
🎉 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"!
"Understanding and Extending Topological Deep Learning Through the Lens of Expressivity"!
December 15, 2024 at 12:03 AM
Another contributed talk by Yam Eitan from Technion on Topological Blindspots.
"Understanding and Extending Topological Deep Learning Through the Lens of Expressivity"!
"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"
"An AI-based, data-driven Whole Animal Model (WhAM) of the fruit fly"
December 14, 2024 at 11:22 PM
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"
"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".
December 14, 2024 at 11:01 PM
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.
Catch her during the poster session at 4:15 pm to hear more.
December 14, 2024 at 10:56 PM
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.
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"!
December 14, 2024 at 7:32 PM
Join us for our next Keynote invited talk from Stefanie Jegelka on "In-context Symmetries via Contextual World Models"!
Tomáš Karella presents their work on "Harmformer: Harmonic Networks Meet Transformers for Continuous Roto-Translation Equivariance"!
December 14, 2024 at 7:26 PM
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"!
@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"!
December 14, 2024 at 7:22 PM
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"!
@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.
Hear from @johannbrehmer.bsky.social, a physicist turned machine learner and a research scientist at CuspAI in Amsterdam.
December 14, 2024 at 7:03 PM
"Does Equivariance Matter at Scale?"
Hear from @johannbrehmer.bsky.social, a physicist turned machine learner and a research scientist at CuspAI in Amsterdam.
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"!
December 14, 2024 at 6:57 PM
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"!
Come to hear about "The Cortical Topography of Visual Space Representation"!
December 14, 2024 at 6:27 PM
Our second Keynote speaker is @taliakonkle.bsky.social from Harvard University.
Come to hear about "The Cortical Topography of Visual Space Representation"!
Come to hear about "The Cortical Topography of Visual Space Representation"!