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Lenka Tětková

@lenkatetkova.bsky.social
60 followers 107 following 2 posts

Postdoc at Technical University of Denmark working on ExplainableAI.

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Lenka Tětková @lenkatetkova.bsky.social · 24/10/2025
On Dec 2, I’ll present our Nature Communications paper “On convex decision regions in deep network representations” at the #ELLIS UnConference co-located with #EurIPS. We show that human & machine learning may share the same geometry — convexity. 👉 eurips.cc/ellis @ellis.eu @euripsconf.bsky.social
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Reposted by Lenka Tětková
Dmytro Mishkin @ducha-aiki.bsky.social · 22/09/2025
Large Vision Models Can Solve Mental Rotation Problems Sebastian Ray Mason, Anders Gjølbye, Phillip Chavarria Højbjerg, Lenka Tětková, Lars Kai Hansen tl;dr: DINOv3,CLIP know 3D geometry, but only in middle layers. MAE bad, ImageNet bad, cls token bad. arxiv.org/abs/2509.15271
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Reposted by Lenka Tětková
Pioneer Centre for AI @aicentre.dk · 02/07/2025
New work on how human brains and AI systems organize knowledge is out in Nature Communications www.nature.com/articles/s41... Great work, @lenkatetkova.bsky.social and team!
nature.com
On convex decision regions in deep network representations - Nature Communications
Understanding how machine learning models form internal representations remains a fundamental challenge. Here, the authors explore the geometric property of convexity in latent spaces as a lens to bet...
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Lenka Tětková @lenkatetkova.bsky.social · 02/07/2025
🧠 New paper alert! Our study in Nature Communications shows that both human & machine learning may rely on the same geometry: convexity. It could be a key to shared concept formation. 👉 www.nature.com/articles/s41... #AI #CognitiveScience #Explainability
nature.com
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Reposted by Lenka Tětková
UniReps @unireps.bsky.social · 24/06/2025
🎥 The recording of the 2nd ELLISxUniReps Speaker Series session with @mtoneva.bsky.social and @lenkatetkova.bsky.social is now available at: youtu.be/qXBT_-w3Mfs
youtu.be
ELLISxUniReps Second Session (June 20th 2025) - with Mariya Toneva and Lenka Tětková
YouTube video by Unifying Representations in Neural Models
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UniReps @unireps.bsky.social · 11/06/2025
🎉 Get ready for our second @ellis.eu × UniReps Speaker Series session! 🔥 🗓️ When: June 20, 2025 – 16:00 CET 📍 Where: ethz.zoom.us/j/66426188160 🎙️ Speakers: Keynote by @mtoneva.bsky.social & Flash Talk by @lenkatetkova.bsky.social 👉 Join our Google group: groups.google.com/u/2/g/ellis-...
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Reposted by Lenka Tětková
Sukrut Rao @sukrutrao.bsky.social · 05/06/2025
We are thrilled to welcome an incredible lineup of invited speakers to the 4th Explainable AI for Computer Vision (XAI4CV) Workshop, held as part of #CVPR2025 — which kicks off next week, from Wednesday, June 11th to Sunday, June 15th in Nashville, TN!
Invited Speakers for the XAI4CV workshop at CVPR 2025 — Mihaela van der Schaar, Tsui-Wei (Lily) Weng, Klaus-Robert Müller, Junfeng He, Chinasa T Okolo
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