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🔵🔴 Curious about unifying representations and sharing breakthrough ideas with fellow scientists? The ELLIS (@ellis.eu) UniReps Speaker Series is your chance to dive in!

submitted 5 days ago • 1 comment

🔵🔴Better late than never! We're excited to finally share pictures from the Best Paper Awards Ceremony of the last edition of #UniReps at #NeurIPS! 📸🏆 Check them out in our latest blog post: 👉 unireps.org/blog/2025/un... Congratulations again to all the authors!🎉

submitted 26 days ago • 1 comment

🚀 Did you attend the 2nd UniReps workshop on Unifying Representations in Neural Models? We’d love your feedback! Take 2 minutes to fill out our form & help shape future workshops in ML, Neuroscience, & Cognitive Science.📋 docs.google.com/forms/d/e/1F...

submitted 53 days ago • 0 comments

We had an amazing poster session! Congratulations again to all the authors🎉🎉

submitted 78 days ago • 0 comments

🎉 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! 🚀

submitted 79 days ago • 0 comments

🔵🔴🎉 Stefanie Jegelka from MIT is the last speaker of our UniReps workshop, talking about "Parameter Symmetries in Neural Networks: what they affect and what to do with them"

submitted 79 days ago • 1 comment

🔵🔴 Excited to hear from Neel Nanda on "Open Problems in Universality: A mechanistic interpretability perspective" 👏

submitted 79 days ago • 0 comments

Welcome back! 🥳 Starting off after lunch is Marco Cuturi, talking about "On Using Optimal Transport Distances to Regularize Representation Learning". 🔵🔴

submitted 79 days ago • 0 comments

We are now starting the panel discussion with Matthew Leavitt, Erin Grant and Alex Williams, moderated by @clementinedomine.bsky.social 😍 What an amazing panel to share perspectives of unifying representations 🔵🔴

submitted 79 days ago • 0 comments

👏 The last presenter before the discussion session is Konstantin Hemker with his contribution titled "Multimodal Lego: Model Merging and Fine-Tuning Across Topologies and Modalities"

submitted 79 days ago • 0 comments

Up next is Jacob S. Prince, presenting "Representation with a capital 'R': measuring functional alignment with causal perturbation" 🎉

submitted 79 days ago • 0 comments

Next in line here at UniReps workshop is "A Framework for Standardizing Similarity Measures in a Rapidly Evolving Field", presented by @nacloss.bsky.social from MIT 🔵🔴

submitted 79 days ago • 0 comments

Coming right up - "Modern Hopfield Networks meet Encoded Neural Representations - Addressing Practical Considerations" by Tanveer Syeda-Mahmood from IBM Research ✨

submitted 79 days ago • 0 comments

We continue with Chenyu Wang, presenting "An Information Criterion for Controlled Disentanglement of Multimodal Data" 👏

submitted 79 days ago • 0 comments

👏 Coming up next, @itsneuronal.bsky.social is presenting his research on “Equivalence between Representational Similarity Analysis, Centered Kernel Alignment, and Canonical Correlations Analysis.” 🔵🔴

submitted 79 days ago • 0 comments

Next up: Best Extended Abstract Award Oral Presentation! 🎉 @emcheng.bsky.social presents “Evidence from fMRI Supports a Two-Phase Abstraction Process in Language Models”. 🧠✨

submitted 79 days ago • 0 comments

We continue our workshop with the first contributed talk by Sarah E. Harvey on “What Representational Similarity Measures Imply about Decodable Information”

submitted 79 days ago • 0 comments

For our last invited talk this morning, we are thrilled to hear @phillipisola.bsky.social from MIT present ‘The Platonic Representation Hypothesis’ at the UniReps workshop! 🎤✨

submitted 79 days ago • 0 comments

We are now continuing with the talk by Prof. Sue Yeon Chung on “Computing with Neural Manifolds: Multi-level theory of neural representations in biological and artificial neural networks”

submitted 79 days ago • 1 comment

We have now Dr. @eringrant.bsky.social presenting ‘’Learning dynamics describe the computational role of (universal) representations’’

submitted 79 days ago • 0 comments

The workshop has just started with the opening remarks by @marcofm.bsky.social! Join us at West building Exhibition Hall C B3

submitted 79 days ago • 0 comments

🔵🔴The workshop is starting soon! Come join us in West building Exhibition Hall C B3 at 8:15 AM!

submitted 79 days ago • 0 comments

The UniReps Workshop is happening THIS SATURDAY at #NeurIPS 🤖🧠 Join us for a day of insightful talks and discussions with @sueyeonchung.bsky.social, @eringrant.bsky.social, @leavittron.bsky.social, @itsneuronal.bsky.social, @marcocuturi.bsky.social, Philip Isola, Neel Nanda and Stefanie Jegelka! 🎤

submitted 81 days ago • 1 comment

🎤 Excited to introduce our incredible panelists for the Panel on Unifying Representations in Neural Models 🔵🔴 📌 Saturday 14th Dec 11:45 am, West Exhibition Hall C 🌍🤖

submitted 81 days ago • 1 comment

🚨Excited for the UniReps workshop @neuripsconf.bsky.social ? Don't miss out on the mentorship program! 🚀 Sign up now to participate in this year's event and connect with our amazing community.🌟 👉 Sign up here docs.google.com/forms/d/1nUX... Help us spread the word—share widely! 🙌

submitted 83 days ago • 0 comments

🔵🔴We’re hosting a UniReps Workshop social🌟🥳 📍 Location: Moose's Down Under Bar & Grill, Vancouver 🗓️ Date & Time: Saturday, Dec 14 | 5:45 PM Don’t miss the chance to connect, relax, and have some fun. See you there! 🔵🔴

submitted 83 days ago • 0 comments

Very happy to share our new paper that will appear in @unireps.bsky.social We show improvements of zero-shot model stitching through invariance to symmetries in parameter space, and topological regularization of the latent spaces more info below 👇

submitted 86 days ago • 1 comment

First 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! 🧠

submitted 85 days ago • 0 comments

Update on our similarity-repository 🚨 More than 200 similarity measures across 32 papers are now registered! We'll also be presenting our work as an oral at the @neuripsconf.bsky.social @unireps.bsky.social workshop! (1/6)

submitted 85 days ago • 1 comment