If you're at @neuripsconf.bsky.social on Dec 6, don’t miss our panel session at @unireps.bsky.social with Ahmad Beirami, Sara Hooker and more to be announced! 🚀

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

Missed the last session? No worries, we’ve got you covered! 😎 Catch up anytime with the full playlist here: www.youtube.com/playlist?lis...

Want to generate point clouds? Our (w/ Ernst Röell) #NeurIPS2025 paper shows a topology-driven method that is fast, simple, and high-quality. 🔥 1/n

📢 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

Good news everyone! I’ll be presenting the paper I did with Marco and Iuri "Prediction Hubs are Context-Informed Frequent tokens in LLMs" at the ELLIS UnConference on December 2nd in Copenhagen. arxiv.org/abs/2502.10201

📢 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-...

🚨 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! 🎉

📢 Deadline Extended! The submission deadline for the UniReps Workshop (technical tracks: Ext. Abstracts & Proceedings) is now August 29 (AoE). ⏰ NEW deadline: August 29 (AoE) ⏰ 🔵Submit: t.co/rRMRKRkKtY 🔴CfP: t.co/JsjgbyTabL See you at NeurIPS 25🚀

Are similar representations in neural nets evidence of shared computation? In new theory work w/ Lukas Braun (lukasbraun.com) & @saxelab.bsky.social, we prove that representational comparisons are ill-posed in general, unless networks are efficient. @icmlconf.bsky.social @cogcompneuro.bsky.social

🚀 Exciting Update! The very first UniReps x @ucl-neuroai.bsky.social Meetup will also be livestreamed! 📍 Join us in person at @ucl.ac.uk @sainsburywellcome.bsky.social or online on September 8, 2025. 🔗 Register now to attend in person or to receive the Zoom link: docs.google.com/forms/d/e/1F...

🏆🚀

The fourth session with @pseudomanifold.topology.rocks and @florentinguth.bsky.social is happening tomorrow, July 31th at 4:00 PM CEST, online via Zoom! 🔵🔴 See you there!

Don't miss the next session! 🚀

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...

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/

📢 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!🌴🇺🇸

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

The era of artificial scientific intelligence is here. As algorithms generate discoveries at scale, what role remains for human scientists? 🤔 Thanks @plosbiology.org for publishing my perspective @ucsantabarbara.bsky.social @ai-ucsb.bsky.social @ucsbece.bsky.social @ucsb-cs.bsky.social 🌟

🎥 The recording of the first ELLISxUniReps Speaker Series session with Andrew Lampinen @lampinen.bsky.social and Jack Lindsey is now available here: www.youtube.com/watch?v=eXE0... Next appointment: 20th June 2025 – 16:00 CEST on Zoom 🔵 Keynote: Mariya Toneva (MPI) 🔴 Flash: Lenka Tětková (DTU)

Pregnancy &motherhood transform the brain in ways we're only beginning to understand🧠 Uncovering these changes w/ @susanacarmona.bsky.social @magdamartinezga.bsky.social @emilyjacobs.bsky.social @grotzinger.bsky.social Kaya Jordan & @cziscience.bsky.social's generous support! tinyurl.com/38jb7hm6

The first session is happening tomorrow, May 29th at 16:30 CET, online via Zoom! 🔵🔴 See you there!

Join us on zoom on the 29th! 🎉

🔵🔴 Join us for on zoom!

Don't miss the chance to sign up as a speaker! 🚀🔵🔴

🔥 New video: Of Shapes and Spaces ❓ For a Winter School on Deep Learning (thanks for having me 🙏), I talked about new things happening at the intersection of #geometry, #topology, and #MachineLearning. ⭐ Bonus: A new dataset for topological deep learning! www.youtube.com/watch?v=ly6-...

How does AI memorize information? How does ChatGPT remember your name? How do RNNs keep track of simple numbers? Our new paper led by Bariscan Kurtkaya & Fatih Dinc explores the geometry of short-term memory in neural networks—revealing limits in how information is stored!🧵 arxiv.org/abs/2502.17433

We are thrilled to introduce the ELLIS Unireps Speaker Series! 🎉 You can nominate yourself or another researcher through the nomination form. Stay tuned for more details! 🔵🔴

Enigma's at NeurIPS - come find us. New jobs posted on our website for research scientists & engineers in multi-modal modeling & interpretability enigmaproject.ai

Join us on Saturday! 🚀

Last, a talk on "The Platonic Representation Hypothesis" (arxiv.org/abs/2405.07987) at UniReps. This talk says: don't worry, we don't need to equip NNs with special distance measures, these structures emerge "for free" at scale! I've given this one before, but there will be a bit that's new.

Today I’ll be presenting the poster #5110 from Dingling Yao applying CRL to climate and dynamical systems identification “Marrying Causal Representation Learning with Dynamical Systems for Science” West Ballroom A-D, starting at 16:30 Come check it out!

Ready for #NeurReps2024? Our schedule at @neuripsconf.bsky.social is out 📅 neurips.cc/virtual/2024... Join us this Saturday! 🧠 With @eerosim.bsky.social @taliakonkle.bsky.social Stefanie Jegelka, Srinivas Turaga, Ilker Yildirim and Savannah Thais