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Geometric Intelligence Lab
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Geometric Intelligence Lab

@geometric_intel
Research lab at @UCSBEngineering revealing the geometric signatures of natural and artificial intelligence | PI: @ninamiolane
Santa Barbara
gi.ece.ucsb.edu
Joined September 2021
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    Geometric Intelligence Lab
    @geometric_intel
    Jul 15, 2024
    🌟 New review from the lab! Discover the geometric, topological and algebraic signatures of machine learning and deep learning models. By @naturecomputes @johmathe @mathildepapillo D. Buracas @hansenlillemark @cashewmake2 @AbbyBertics X. Pennec & @ninamiolane !
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    Mathilde Papillon🦋 mathildepapillon .bsky .social
    @mathildepapillo
    Jul 15, 2024
    In the 20th century, non-Euclidean geometry transformed how we model the world with pen and paper. In this century, it’s revolutionizing how we model the world with machines. Our review on the topic is out arxiv.org/pdf/2407.09468, led w the brilliant @naturecomputes @johmathe
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    Geometric Intelligence Lab
    @geometric_intel
    Jul 30
    🎉Congratulations to Guillermo Bernárdez Gil! Thrilled to share that our postdoc, Guille, has been awarded the 2026 Extraordinary Doctoral Award by the Universitat Politècnica de Catalunya (UPC). Congrats, Guille, so proud to have you on our team👏 🔗tinyurl.com/43hbr9t3
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    Geometric Intelligence Lab
    @geometric_intel
    Jul 28
    Excited for our own @louisacornelis, @hopfbifurcator, @fatihdin4en, and @ninamiolane to bring NeurReps back for its 5th year!🧠 Symmetry and Geometry in Neural Representations, NeurIPS 2026, Sydney, Dec 11–12. Submit your work!
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    Louisa Cornelis
    @louisacornelis
    Jul 27
    Exciting news!🧠 The 5th annual NeurReps Workshop, Symmetry and Geometry in Neural Representations, returns to #NeurIPS 2026, in person on December 11 or 12 in Sydney. Submit your research on symmetry, geometry, and topology in artificial and biological neural networks.
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    Geometric Intelligence Lab
    @geometric_intel
    Jul 22
    Great opportunity for anyone working at in geometry & deep learning. NeurReps is always a highlight of the NeurIPS workshop lineup. Sign up if you have relevant expertise!
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    Louisa Cornelis
    @louisacornelis
    Jul 22
    Reviewers wanted for NeurReps 2026🦘, the NeurIPS workshop on Symmetry & Geometry in Neural Representations! Seeking expertise in geometric deep learning, topology, computational neuroscience & mechanistic interpretability. Interested? Fill out the form: forms.gle/GvoqNNqfwQwvPY…
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    Geometric Intelligence Lab
    @geometric_intel
    Jul 22
    Congratulations David!!😼
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    David Klindt
    @klindt_david
    Jul 14
    Our review on superposition in AIs and brains is finally published in Nature Machine Intelligence 🙌 nature.com/articles/s4225…
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