Laure Ciernik
@lciernik.bsky.social
PhD @ ML Group TU Berlin, BIFOLD, HFA, @ellis.eu | BSc & MSc @ethzurich.bsky.social
✨Tomorrow's the day! Excited to present this work with @lucaeyring.bsky.social at ICML in HALL A #2711 at 10:30 am✨ If you're interested in extracting knowledge from vision transformers for downstream tasks, come by! Looking forward to great discussions and new research ideas.
Laure Ciernik@lciernik.bsky.social · 7mo agoWhy you should probe more than just the final layer of your Vision Transformer to maximize performance. 🧵👇
Why you should probe more than just the final layer of your Vision Transformer to maximize performance. 🧵👇
🎉 Presenting at #ICML2025 tomorrow! Come and explore how representational similarities behave across datasets :) 📅 Thu Jul 17, 11 AM-1:30 PM PDT 📍 East Exhibition Hall A-B #E-2510 Huge thanks to @lorenzlinhardt.bsky.social, Marco Morik, Jonas Dippel, Simon Kornblith, and @lukasmut.bsky.social!
Objective drives the consistency of representational similarity...
The Platonic Representation Hypothesis claims that recent foundation models are converging to a shared representation space as a function of their downstream task performance, irrespective of the...
openreview.net
Laure Ciernik@lciernik.bsky.social · last yr.If two models are more similar to each other than a third on ImageNet, will this hold for medical/satellite images? Our #icml2025 paper analyses how vision model similarities generalize across datasets, the factors that influence them, and their link to downstream task behavior. 🧵1/7
If two models are more similar to each other than a third on ImageNet, will this hold for medical/satellite images? Our #icml2025 paper analyses how vision model similarities generalize across datasets, the factors that influence them, and their link to downstream task behavior. 🧵1/7
📜 History repeats itself: We investigated how early modern communities have embraced scholarly advancements, reshaping scientific views and exploring scientific roots amidst a changing world. www.science.org/doi/10.1126/... @mpiwg.bsky.social @tuberlin.bsky.social @bifold.berlin @science.org
📢If you are interested in single-cell foundation models (scFMs), stop by our poster (West 109) at the AiDrugX Workshop at Neurips 2024. We will present CancerFoundation, a scFM tailored for studying cancer biology🧬. Preprint: biorxiv.org/content/10.1...
🚀 New preprint from our lab, Ekaterina Krymova, and @fabiantheis.bsky.social: UniversalEPI, an attention-based method to predict enhancer-promoter interactions from DNA sequence and ATAC-seq🌟 Read the full preprint: www.biorxiv.org/content/10.1... by @aayushgrover.bsky.social, L. Zhang & I.L. Ibarra
"Non-White scientists appear on fewer editorial boards, spend more time under review, and receive fewer citations" www.pnas.org/doi/abs/10.1...
Non-White scientists appear on fewer editorial boards, spend more time under review, and receive fewer citations | PNAS
Disparities continue to pose major challenges in various aspects of science. One such aspect is editorial board composition, which has been shown t...
pnas.org