UniReps
https://unireps.org
Discover why, when and how distinct learning processes yield similar representations, and the degree to which these can be unified.
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- 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 !
- 📢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!
- 📢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🔵🔴
- 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🔵🔴
- 📢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
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- 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
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- 🎥 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
- 📢 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! 📅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-...
- 🧠✨ 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
- 🧠✨ 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
- 🚨 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! 🎉
- 🎥Recording available at youtu.be/yz-nNUDe74k!
