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Posts by Clementine Domine 🍊 @CCN

Will's Wild Website

Cosyne Viewing Parties

Visas, costs, care responsibilities, and environmental concerns all limit Cosyne attendance. Luckily, the talks are livestreamed; but watching alone is the high road to an aneurism. Hence: viewing parties! Gather regionally to watch Cosyne talks! More info: shorturl.at/3DHZX.

2 months ago 15 9 0 0
Exact Learning Dynamics of Bottlenecked and Wide Deep Linear Networks Architectural diversity shapes learning in both biological and artificial systems, influencing how features are represented and generalized. Motivated by parallels between brain circuitry and...

Thrilled to be presenting a poster at
@wimlworkshop.bsky.social today! 🎉

Exact Learning Dynamics of Bottlenecked and Wide Deep Linear Networks — a deep dive into how architecture shapes feature learning, from bottlenecks to wide layers.

openreview.net/forum?id=GtX...

Come say hi!

4 months ago 5 0 0 0

Heading to @neuripsconf.bsky.social see!
Excited to connect, chat, and meet new people.

I’m also helping organize @unireps.bsky.social again this year — make sure to come by and check out the posters!

4 months ago 8 0 0 0
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📢 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

6 months ago 12 5 0 1

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

6 months ago 7 1 0 0
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📢 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

6 months ago 9 5 0 1
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📢 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-...

7 months ago 7 3 0 0
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🧠✨ 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

7 months ago 6 2 1 1
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🚨 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! 🎉

7 months ago 9 4 0 0

📢 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🚀

8 months ago 5 3 0 1
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It’s been a real pleasure visiting @devon-jarvis.bsky.social lab @caandl-lab Wits University this week and giving a talk – great discussions and inspiring work happening here! 🇿🇦

8 months ago 5 0 0 0
Speakers and organizers of the GAC debate. Time and location of the GAC debate: 5 PM in Room C1.03.

Speakers and organizers of the GAC debate. Time and location of the GAC debate: 5 PM in Room C1.03.

Our #CCN2025 GAC debate w/ @gretatuckute.bsky.social, Gemma Roig (www.cvai.cs.uni-frankfurt.de), Jacqueline Gottlieb (gottlieblab.com), Klaus Oberauer, @mschrimpf.bsky.social &‬ @brittawestner.bsky.social asks:

📊 What benchmarks are useful for cognitive science? 💭
2025.ccneuro.org/gac

8 months ago 50 16 1 1
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Had a wonderful first day @ CCN in Beautiful Amsterdam ! 🌷

8 months ago 4 0 0 0

🥇

8 months ago 3 0 0 0

🏆 Excited to announce that we will feature Best Paper and Best Reviewer awards!
🎁 Winners will receive paid NeurIPS registrations!

👉Submit your work openreview.net/group?id=Neu...
👉 Sign up to review forms.gle/tDE4kJqVubES...

See you in San Diego! 🚀

8 months ago 9 4 0 3
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🎓Thrilled to share I’ve officially defended my PhD!🥳

At @gatsbyucl.bsky.social, my research explored how prior knowledge shapes neural representations.

I’m deeply grateful to my mentors, @saxelab.bsky.social and @caswell.bsky.social, my incredible collaborators, and everyone who supported me!

8 months ago 38 2 5 0
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UniReps Workshop Unifying Representations in Neural Models

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/

9 months ago 14 8 0 0
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📢 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!🌴🇺🇸

9 months ago 17 6 1 1
Learning dynamics in linear recurrent neural networks Recurrent neural networks (RNNs) are powerful models used widely in both machine learning and neuroscience to learn tasks with temporal dependencies and to model neural dynamics. However, despite...

How do task dynamics impact learning in networks with internal dynamics?

Excited to share our ICML Oral paper on learning dynamics in linear RNNs!
with @clementinedomine.bsky.social @mpshanahan.bsky.social and Pedro Mediano

openreview.net/forum?id=KGO...

10 months ago 34 11 1 0
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UniReps x Ucl Neuro Ai meetup registration Hi all! We’re excited to launch the UniReps meetup in collaboration with UCL NeuroAi. This meetup builds on the success of the Unireps workshop at NeurIPS 2023-2024, continuing the exploration of un...

🚀Exciting News! 🚀

Join us for the first UniReps x @ucl-neuroai.bsky.social

Meetup at @ucl.ac.uk @sainsburywellcome.bsky.social on Sept 8, 2025! 🎉

🎙️ Keynote by @irisgroen.bsky.social (University of Amsterdam)

📍 Register now! 👉 docs.google.com/forms/d/e/1F...

10 months ago 7 4 0 0
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🥳 Congratulations to Clementine Domine (@clementinedomine.bsky.social) on passing her PhD viva with minor corrections! 🎉

🔖 Balancing Learning Regimes: The Impact of Prior Knowledge on the Dynamics of Neural Representations

10 months ago 40 1 0 0
ELLIS UniReps Speaker Series - Google Groups

👉 Join our Google group for more updates: groups.google.com/u/2/g/ellis-...

11 months ago 6 1 0 0
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🎉 The first @ellis.eu × Unireps Speaker Series (Reading Group associated with Ellis PhD & Postdoc Program) session is happening soon! 🔜

🗓️ When: 29th May 2025 – 16:30 CET
📍 Where: ethz.zoom.us/j/66426188160
🎙️ Who: Andrew Lampinen @lampinen.bsky.social (Keynote) & Jack Lindsey (Flash Talk)

11 months ago 22 5 2 4

Thank you to my amazing co-authors: Yoonsoo Nam, Seok Hyeong Lee, Yeachan Park, Charles London, Wonyl Choi, Niclas Alexander Göring, Seungjai Lee 4/4

11 months ago 1 0 0 0
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💬 So next time a reviewer says, “Linear networks aren’t used in practice,” you’ll know where to point them. 3/4

11 months ago 1 0 1 0

Surprisingly, layerwise linear models (no nonlinearities!) can already explain key deep learning behaviors:
– Neural Collapse
– Emergence
– Lazy vs. Rich Regimes
– Grokking
2/4

11 months ago 2 0 1 0
Position: Solve Layerwise Linear Models First to Understand Neural Dynamical Phenomena (Neural Collapse, Emergence, Lazy/Rich Regime, and Grokking) In physics, complex systems are often simplified into minimal, solvable models that retain only the core principles. In machine learning, layerwise linear models (e.g., linear neural networks) act as ...

Our paper "Solve Layerwise Linear Models First to Understand Neural Dynamical Phenomena" has been accepted as a position paper to ICML 2025!
arxiv.org/abs/2502.21009
These models offer a tractable path to understanding complex neural dynamics—before diving into full nonlinearity. 1/4

11 months ago 19 3 1 0
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Had so much fun presenting our two posters at ICLR with @devon-jarvis.bsky.social and Nico Anguita ! Thanks to everyone who came by and chatted!

11 months ago 11 0 0 0

See you tomorrow, 4-5pm BST (note that it's not our usual time).
Dont forget to register to receive the attendance link! ⬇️

1 year ago 4 2 0 0