iiinova — where your digital self keeps evolving

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The submission deadline is only a few days away: October 4, AoE!🔵🔴 🔴Read the call for papers: unireps.org/2026/call-fo... 🔵Submit your paper here: openreview.net/group?id=Uni...

unireps.org

Call For Papers | UniReps Workshop

Unifying Representations in Neural Models

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UniReps @unireps.bsky.social · 25/09/2026

NeurIPS decisions not quite what you hoped for? We look forward to having you at UniReps! December 12th, 2026 in Paris. Submission deadline October 4th AOE. Call for papers: unireps.org/2026/call-fo... Submit here: openreview.net/group?id=Uni...

unireps.org

Call For Papers | UniReps Workshop

Unifying Representations in Neural Models

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UniReps @unireps.bsky.social · 04/09/2026

📣 Call for Papers: UniReps Workshop in Paris! We invite work exploring why, when, and how distinct learning processes yield similar representations across AI, neuroscience & cognitive science. 📅 Deadline: Oct 4 (AoE) unireps.org/2026/call-fo...

unireps.org

Call For Papers | UniReps Workshop

Unifying Representations in Neural Models

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UniReps @unireps.bsky.social · 14/08/2026

🚀 UniReps 4th Edition is coming! 🌍✨ We’re aiming to host a UniReps satellite event around NeurIPS 2026 in Paris! Join us to connect, collaborate, and shape the future of representation learning. Your voice matters! Let us know which dates work best for you. docs.google.com/forms/d/e/1F...

docs.google.com

Call for Partecipation - UniReps 4th Edition

We’re excited to announce that we’re organizing the 4th edition of UniReps as a satellite event in Paris and would love your help in choosing the best date for the community. Your feedback will ensure...

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ELLIS @ellis.eu · 22/07/2026

📖 Check out the next ELLIS x @unireps.bsky.social Speaker Series session, featuring speakers: - @razvan-pascanu.bsky.social (Google DeepMind/MILA) - Giulia Lanzillotta (ETH) 📅 23 July ⏰ 16:00 CEST 📍 Virtual 🔗 More info: unireps.org/speaker-series

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UniReps @unireps.bsky.social · 15/07/2026

📢 Join us for the next UniReps x @ellis.eu speaker series event, happening on July 23rd at 4:00 PM CEST with @razvan-pascanu.bsky.social and Giulia Lanzillotta! 🚀🔵🔴

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UniReps @unireps.bsky.social · 17/04/2026

📢 Join us for the next UniReps x @ellis.eu speaker series even happening on 29th April at 4:00 PM CET with João Sacramento and Paul Friedrich!👾

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UniReps @unireps.bsky.social · 17/02/2026

📢The next UniReps x @ellis.eu speaker series event is happening on 26 February at 4:00 PM CET with Antonio Orvieto and Sara Kangaslahti. Don’t miss it!🚀

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Noa Garcia @noagarciad.bsky.social · 15/01/2026

That was fun! Thanks for the invitation :-)

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UniReps @unireps.bsky.social · 12/01/2026

📢The first UniReps x @ellis.eu speaker series in 2026 is coming! Come join us on 15th January at 1 pm CET with @noagarciad.bsky.social and @thwiedemer.bsky.social !

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UniReps @unireps.bsky.social · 12/12/2025

📢The UniReps x @ellis.eu speaker series is back! Come join us in our next appointment 18th December 4 pm CET with @meenakshikhosla.bsky.social and Raj Magesh Gauthaman🔵🔴

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UniReps @unireps.bsky.social · 06/12/2025

Up next, our Mentorship Panel featuring @abeirami.bsky.social, @sarahooker.bsky.social, and @meenakshikhosla.bsky.social moderated by @icannistraci.bsky.social. Excited to have such inspiring leaders sharing their perspectives on the current state of the ML peer-review system! 🔍✨

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UniReps @unireps.bsky.social · 06/12/2025

Fifth and final talk of Session 1: "On Defining Neural Averaging" by Su Hyeong Lee 🧠⚡️

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UniReps @unireps.bsky.social · 06/12/2025

Fourth talk: "Superposition disentanglement of neural representations reveals hidden alignment" by André Longon 💡🌟

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UniReps @unireps.bsky.social · 06/12/2025

Third talk: "Universally Converging Representations of Matter Across Scientific Foundation Models" by Sathya Edamadaka and Soojung Yang 📊⚡️

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UniReps @unireps.bsky.social · 06/12/2025

Second talk: "Neuron-Level Linguistic Selectivity in LLMs via Minimal Pairs: A Neuroscience-Inspired Framework" by Linyang He 🧠✨

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UniReps @unireps.bsky.social · 06/12/2025

Session 1 of the Contributed Talks start now! 🚀 First talk: Neural Embedding Alignment Reveals Nonlinear Latent Transformations across Brain Regions by Stephen Keeley

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Neil Traft @ntraft.bsky.social · 06/12/2025

I thought this was a fascinating way to motivate model merging: to be able to *interpolate* between model classes, rather than be forced into discrete choices. (models trained on different datasets, models of different sizes, etc.) "Interpolation and alignment are two sides of the same coin."

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UniReps @unireps.bsky.social · 06/12/2025

It’s our pleasure to welcome @dmelis.bsky.social from Harvard SEAS to UniReps 2025, presenting “From Discrete to Continuous: Interpolating Models, Datasets, and Representations!” 🔁📊 Join us in Ballroom 20D for more exciting discussions on representational alignment!

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UniReps @unireps.bsky.social · 06/12/2025

We now continue with Prof. Nikolaus Kriegeskorte from Columbia University, presenting "Meaningful and Powerful Model Comparisons"!

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UniReps @unireps.bsky.social · 06/12/2025

We are thrilled to announce our first invited talk this morning, featuring Prof. Rose Yu (@yuqirose.bsky.social) from UC San Diego, presenting “Fantastic Symmetries and Where to Find Them” at the UniReps workshop! 🎤✨

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UniReps @unireps.bsky.social · 06/12/2025

Welcome to UniReps 2025 🔵🔴 Opening remarks by @marcofm.bsky.social We have an exciting day ahead of us - join us at *Ballroom 20d* for amazing talks, posters and discussions on representational alignment!

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UniReps @unireps.bsky.social · 03/12/2025

We’re excited to host an exceptional lineup of speakers and panelists: @yuqirose.bsky.social, Nikolaus Kriegeskorte @dmelis.bsky.social, Eva L. Dyer, Randall Balestriero, @abeirami.bsky.social, @sarahooker.bsky.social, @meenakshikhosla.bsky.social

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UniReps @unireps.bsky.social · 03/12/2025

Join us this Saturday at @neuripsconf.bsky.social 2025 for the @unireps.bsky.social Workshop.

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UniReps @unireps.bsky.social · 04/12/2025

After a full weekend of NeurIPS workshops, join us Sunday at 5:30pm for the Workshop Wind-Down Happy Hour! Sponsored by New Theory, in partnership with @neurreps.bsky.social, @unireps.bsky.social ! partiful.com/e/lWLf12qszY... Come wrap up the week with us! 🍹✨

partiful.com

RSVP to Workshop Wind-down Happy Hour | Partiful

After a full weekend of workshops, join us to continue the conversations, connect over drinks, and reflect on the week. This isn't a formal affair or a big production. It's a relaxed restaurant and b...

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UniReps @unireps.bsky.social · 01/12/2025

🔵🔴 Join us for the UniReps Workshop: Unifying Representations in Neural Models at @neuripsconf.bsky.social 2025! 📍 Ballroom 20D, San Diego Convention Center Dec 6 Don’t forget to fill out the participation form. Joining in person or remotely? We welcome your questions for the panel. 🔗 unireps.org

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UniReps @unireps.bsky.social · 19/11/2025

🎥 The recording of the last @ellis.eu x UniReps speaker series session with Yilun Du and Sihyun Yu is now available on YouTube! Watch here: www.youtube.com/watch?v=egYT...

youtube.com

ELLISxUniReps 8th Session (November 18th) - with Y. Du and S. Yu

YouTube video by Unifying Representations in Neural Models

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UniReps @unireps.bsky.social · 17/11/2025

Tomorrow’s the day! 🎉 Don’t miss the talk !!

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Marco Fumero @marcofm.bsky.social · 17/11/2025

The accepted papers for the 3rd edition of UniReps are out! 🚀🔵🔴 We received outstanding submissions also this year, thanks to all authors, reviewers, and ACs for making it happen. See you in San Diego! 🏄🏻

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UniReps @unireps.bsky.social · 20/10/2025

📢 Save the date! Join us for the next @ellis.eu x @unireps.bsky.social Speaker Series! 📅28th October – 16:00 CEST 📍https://ethz.zoom.us/j/66426188160 🎙️Speakers: Keynote Talk by @stefanofusi.bsky.social & Flash Talk by @danielkunin.bsky.social

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UniReps @unireps.bsky.social · 26/09/2025

📢 Save the date! Join us for the next @ellis.eu and @unireps.bsky.social Speaker Series! 📅8th October – 16:00 CEST 📷 ethz.zoom.us/j/66426188160 🎙️ Speakers: Keynote by @maxseitzer.bsky.social & Flash Talk by Joséphine Raugel

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UniReps @unireps.bsky.social · 03/09/2025

🧠✨ How do AI models and the human brain align? On 8th September, join us for two exciting talks by young researchers from the UniReps community 🌍🤖 📅 8th September 🔗 Zoom: ethz.zoom.us/j/66426188160 1/4

ethz.zoom.us

Join our Cloud HD Video Meeting

Zoom is the leader in modern enterprise cloud communications.

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UniReps @unireps.bsky.social · 02/09/2025

🧠✨ How closely do AI models mirror the human brain? Join us for @irisgroen.bsky.social’s talk: “Alignment of visual representations in AI and human brains: beyond object recognition” 📅 8th September @unireps.bsky.social x @ucl-neuroai.bsky.social meetup 🔗 Zoom link: ethz.zoom.us/j/66426188160 1/4

ethz.zoom.us

Join our Cloud HD Video Meeting

Zoom is the leader in modern enterprise cloud communications.

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UniReps @unireps.bsky.social · 01/09/2025

🚨 Registration for the @unireps.bsky.social x @ucl-neuroai.bsky.social meetup (Sept 8) is now closed & sold out for in-person attendance! But good news — you can still join us online 👩‍💻✨ 🔗 Zoom link: ethz.zoom.us/j/66426188160 We can’t wait to see you there! 🎉

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UniReps @unireps.bsky.social · 14/08/2025

📢 Save the date! Join us for the next @ellis.eu x UniReps Speaker Series! 📅 27th August – 16:00 CEST 📍https://ethz.zoom.us/j/66426188160 🎙️ Speakers: Keynote by @lelandmcinnes.bsky.social & Flash Talk by Yu (Demi) Qin 🔔 Stay updated by joining our Google group: groups.google.com/u/2/g/ellis-...

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UniReps @unireps.bsky.social · 04/08/2025

🏆 Excited to announce that we will feature Best Paper and Best Reviewer awards! 🎁 Winners will receive paid NeurIPS registrations! 👉Submit your work openreview.net/group?id=Neu... 👉 Sign up to review forms.gle/tDE4kJqVubES... See you in San Diego! 🚀

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UniReps @unireps.bsky.social · 23/07/2025

🔥 Mark your calendars for the next session of the @ellis.eu x UniReps Speaker Series! 🗓️ When: 31th July – 16:00 CEST 📍 Where: ethz.zoom.us/j/66426188160 🎙️ Speakers: Keynote by @pseudomanifold.topology.rocks & Flash Talk by @florentinguth.bsky.social

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UniReps @unireps.bsky.social · 21/07/2025

Ready to present your latest work? The Call for Papers for #UniReps2025 @NeurIPSConf is officially open! 👉Check the CFP: unireps.org/2025/call-fo... 🔗 Submit your Full Paper or Extended Abstract here: openreview.net/group?id=Neu...

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UniReps @unireps.bsky.social · 16/07/2025

Join us for the 3rd edition of the UniReps Workshop at #NeurIPS2025! 🧠🤖 We're bringing together researchers from #AI, #Neuroscience, and #CogSci to explore why different neural models learn similar representations. 📝 Call for Papers is OPEN on OpenReview! 🌐 Website: unireps.org/2025/

unireps.org

UniReps Workshop

Unifying Representations in Neural Models

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UniReps @unireps.bsky.social · 10/07/2025

📢 We're thrilled to announce that the UniReps workshop will return to @NeurIPSConf 25 for its 3rd edition! 🔵Check our new Call for Papers at: unireps.org/2025/call-fo... 🔴Submit your work at: openreview.net/group?id=Neu... See you in San Diego!🌴🇺🇸

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UniReps @unireps.bsky.social · 07/07/2025

The third ELLIS x UniReps Speaker Series session is happening tomorrow, July 8th at 4:00 PM CEST, online via Zoom! 🔵🔴 See you there!

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UniReps @unireps.bsky.social · 03/07/2025

🎉 Get ready for our 3rd @ELLISforEurope × UniReps Speaker Series session 🔥 🗓️ When: 8th July, 2025 – 16:00 CEST 📍 Where: ethz.zoom.us/j/66426188160 🎙️ Speakers: Keynote by @vveitch.bsky.social & Flash Talk by Luigi Gresele 👉 Stay updated by joining our Google group: groups.google.com/u/2/g/ellis-...

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UniReps @unireps.bsky.social · 20/06/2025

📣 Starting in less than one hour! Join at: ethz.zoom.us/j/66426188160 at 4:00 pm CEST

ethz.zoom.us

Join our Cloud HD Video Meeting

Zoom is the leader in modern enterprise cloud communications.

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UniReps @unireps.bsky.social · 11/06/2025

🎉 Get ready for our second @ellis.eu × UniReps Speaker Series session! 🔥 🗓️ When: June 20, 2025 – 16:00 CET 📍 Where: ethz.zoom.us/j/66426188160 🎙️ Speakers: Keynote by @mtoneva.bsky.social & Flash Talk by @lenkatetkova.bsky.social 👉 Join our Google group: groups.google.com/u/2/g/ellis-...

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Marco Fumero @marcofm.bsky.social · 04/06/2025

Neural networks implicitly define a latent vector field on the data manifold, via autoencoding iterations🌀 This representation retains properties of the model, revealing memorization and generalization regimes, and characterizing distribution shifts 📜: arxiv.org/abs/2505.22785

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