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Laure Ciernik

@lciernik

PhD student at ML Group @TUBerlin @bifoldberlin @HFA_academy @ELLISforEurope | MSc thesis at Boeva Lab, @ETH_en
Joined September 2023
147 Following 94 Followers 32 Posts

Latest posts 5

Laure Ciernik @lciernik
✨Tomorrow's the day! Excited to present this work with @LucaEyring 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 Jan 16
Why you should probe more than just the final layer of your Vision Transformer to maximize performance. 🧵👇
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Laure Ciernik @lciernik
🎉 Update: This work got accepted to #icml2025!!

Huge thanks to my amazing co-authors @LorenzLinhardt, Marco Morik, @jdppel, @skornblith, and @lukas_mut for their great work and to all collaborators! 🙏

📄 Paper: arxiv.org/abs/2411.05561
💻 Code: github.com/lciernik/simil…

🧵1/3
Laure Ciernik @lciernik Nov 11, 2024
If two models are more similar to each other than a third on ImageNet, will this hold for medical/ satellite images? Our preprint analyzes how vision model similarities generalize across datasets, the factors that influence them, and their link to downstream task behavior. 🧵1/7
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Laure Ciernik @lciernik
If two models are more similar to each other than a third on ImageNet, will this hold for medical/ satellite images? Our preprint analyzes how vision model similarities generalize across datasets, the factors that influence them, and their link to downstream task behavior. 🧵1/7
1 replies 14 reposts 57 likes 14K views View on X