UniReps
@unireps.bsky.social
https://unireps.org Discover why, when and how distinct learning processes yield similar representations, and the degree to which these can be unified.
🎥 The recording of the last ELLISxUniReps Speaker Series session with @meta-vlad.bsky.social and Giulia Lanzillotta is now available here: youtube.com/watch?v=rLti... 🔵🔴
ELLISXUniReps Speaker Series: Razvan Pascanu and Giulia Lanzillotta
YouTube video by Unifying Representations in Neural Models
youtube.com
📢 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! 🚀🔵🔴
📢Join us for the next UniReps x @ellis.eu speaker series event, happening on July 1st at 4:00 PM CEST with @paurodriguez.bsky.social, Xavier Suau and Santiago Acevedo! 🚀
🎓 Next ELLIS x @unireps.bsky.social session on June 17: Aditya Grover - "On-Policy Self-Distillation for Large Language Models" Andrei Panferov - "Apertus LLM Family Expansion via Distillation and Quantization" 📅 17 June ⏰ 16:00 CEST 📍 Virtual 🔗 More info: https://unireps.org/speaker-series/
📢Join us for the next UniReps x @ellis.eu speaker series event, happening on 17 June at 4:00 PM CEST with Aditya Grover and Andrei Panferov!🚀
🎓 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...
Keynote Speaker Nomination | ELLISxUniReps Speaker Series
Hi all! We are collecting nominations for keynote speakers for the ELLISxUniReps Speaker Series! If you know a senior researcher whose work aligns with our community’s focus on representation learnin...
forms.gle
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!🚀
📢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 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 ” 👏
