Join us tomorrow!

🎓 Next ELLIS x @unireps.bsky.social session on 'When, How, and Why Do Neural Models Learn Similar Representations?' Speakers: João Sacramento (Google) & Paul Friedrich (University of Zurich) 📅 April 29 ⏰ 16:00 CET 📍 Virtual 🔗 More info: https://bit.ly/4vLa6rx

📢 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!👾

🔵🔴You want to see a specific presenter at the ELLIS x UniReps Speaker Series? We hear you! 👀 Fill in this form to nominate keynote speaker candidates: 🔗 forms.gle/rQjkZ1YVWLwj...

We’re starting in 15 minutes! 🎉

Join us tomorrow on zoom or in person at ETH Zurich!

When, how, and why do neural models learn similar representations? 📢 The next ELLIS x @unireps.bsky.social speaker series event is with Antonio Orvieto and Sara Kangaslahti. Don’t miss it! 📍 Virtual 📅 Feb 26 🕓 16:00 CET 🔗 https://bit.ly/4aED6rr

📢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!🚀

That was fun! Thanks for the invitation :-)

Join us in one hour! 📣 @noagarciad.bsky.social @thwiedemer.bsky.social

📢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 !

Starting in 30 minutes! Join us on zoom!

Join us tmr!

📢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🔵🔴

🔵🔴 We are now at the last invited talk of today! Eva Dyer from the University of Pennsylvania is presenting “Learning Who’s Who in the Brain: Population Context as a Key to Neuronal Identity”

Last talk of the session: “Self-Supervised Learning from Structural Invariance” by Jungyoon Lee

Fourth talk: “Sparse Autoencoder Neural Operators: Model Recovery in Function Spaces” by Bahareh Tolooshams and Ailsa Shen

Third talk: "Weight Weaving: Parameter Pooling for Data-Free Model Merging" by Levy Chaves

Second talk: Shared Parameter Subspaces and Cross-Task Linearity in Emergently Misaligned Behavior by Daniel Aarao Reis Arturi ✨

The second session of contributed talks is kicking off now. First talk coming up: SemCLIP: A Semantic Memory Aligned Vision Language Model by Tanveer Syeda-Mahmood 🚀

We now continue after the break with Randall Balestriero from Brown University, presenting “LeJEPA: Provable and Scalable Self-Supervised Learning Without the Heuristics ” 👏

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! 🔍✨

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

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

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

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

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

Did you know that you could create hybrids across different neural net architectures—*without* updating the weights?? Come check out my poster at the UniReps @unireps.bsky.social workshop at 3:45pm today at #NeurIPS! (Or you can already browse the posters on the wall in 20D throughout the day.) 😃

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."

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!

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

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! 🎤✨

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!

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! 🍹✨

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

🔵🔴 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

I’ll have a poster at @unireps.bsky.social 🔵🔴 It’s a terrific workshop at the intersection of neuroscience and DL: across both biological and artificial NNs, how can we measure / compare / align / merge neural representations? Should be fascinating! Check it out if you're around! unireps.org/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...

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

📢 Save the date! Join us for the next @ellis.eu x @unireps.bsky.social Speaker Series! 📅18th November – 16:00 CEST 📍https://ethz.zoom.us/j/66426188160 🎙️Speakers: Keynote Talk by Yilun Du & Flash Talk by Sihyun Yu

The UniReps Workshop accepted papers are out! 🎉 Huge thanks to the authors, reviewers, and incredible AC committee for their dedication and effort in making this happen. 🙏 openreview.net/group?id=Neu...

📢 Save the date! Join us for the next @ellis.eu x @unireps.bsky.social Speaker Series! 📅18th November – 16:00 CEST 📍https://ethz.zoom.us/j/66426188160 🎙️Speakers: Keynote Talk by Yilun Du & Flash Talk by Sihyun Yu

🎥 The recording of the last ELLIS x UniReps session with @stefanofusi.bsky.social & @danielkunin.bsky.social is now available on YouTube! Watch here: youtu.be/t5FTQ3tthBA

Talk is in 1h (4pm CET)! See you then :)

📢 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

Starting in 30mins! Do not miss it if you are interested in DINOv3 and its representation alignment with human brain!

📢 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

📢 Save the date! Join us for the next @ellis.eu and @unireps.bsky.social Speaker Series! 📅16th September – 16:00 CEST 📷 ethz.zoom.us/j/66426188160 🎙️ Speakers: Keynote by Jacqueline Gottlieb & Flash Talk by William Dorrell 🔵🔴Stay updated by joining our Google group: groups.google.com/u/2/g/ellis-...

Up next at UniReps × UCL NeuroAI: two short talks 👇 🎙️ Loek van Rossem (Gatsby, UCL): "When Representations Align: Universality in Representation Learning Dynamics" 🎙️ Austin Meek (MLATS / Univ. of Delaware): "Inducing Human-like Biases in Moral Reasoning Language Models" #UniReps #NeuroAI #UCL

Doors open! The UniReps × UCL NeuroAI Meetup starts now at the Sainsbury Wellcome Centre (Ground Floor Seminar Room). At 10:30, Iris Groen (UvA) kicks us off: “Alignment of visual representations in AI and human brains: beyond object recognition.” Follow for updates. #UniReps #NeuroAI #UCL