2025 marks the 10-year anniversary of Layer-wise Relevance Propagation (LRP)! 🥳 To celebrate a decade of this attribution method, we highlight key milestones from the past ten years in our LinkedIn post. Learn more here: www.linkedin.com/posts/xai-be...

🚀 Visit our #NeurIPS posters at @neuripsconf.bsky.social!
Meet and interact with our authors at all locations — San Diego, Mexico City, and Copenhagen.
Details in the thread.
👇👇👇

We are grateful for the opportunity to present some of our work at the All Hands Meeting of the German AI Centers, hosted by @dfki.bsky.social in Saarbrücken.

Andreas Lutz @eberleoliver.bsky.social Manuel Welte @lorenzlinhardt.bsky.social @lkopf.bsky.social

#AI #XAI #Interpretability

This is the eXplainable AI research channel of the machine learning group of Prof. Klaus-Robert Müller at Technische Universität Berlin @tuberlin.bsky.social & BIFOLD @bifold.berlin.
Let's connect!
#XAI #ExplainableAI #MechInterp #MachineLearning #Interpretability

Had a great time visiting @darpsky.bsky.social at Technische Universität Wien last week. It's exciting to see him build up his new group!

Many thanks to the whole Security & Privacy research unit for the welcoming atmosphere and interesting discussions!

🎉 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!

Join us - we have four open positions for doctoral/postdoctoral researchers at BIFOLD, doing cutting edge research in data management and machine learning as well as their intersections. More information: www.bifold.berlin/about-us/opp...

I am deeply grateful to @lorenzlinhardt.bsky.social, Marco Morik, Jonas Dippel, Simon Kornblith, and @lukasmut.bsky.social for their great work and support in this project! We also thank our collaborators, @bifold.berlin and HFA 7/7
📄Paper: arxiv.org/abs/2411.05561
💻Code: github.com/lciernik/sim...

🖼️ At the Re-Align workshop, @tomneuhaeuser.bsky.social and I presented "Cat, Rat, Meow: On the Alignment of Language Model and Human Term-Similarity Judgments", joint work with Lenka Tětková and @eberleoliver.bsky.social .
📃 arxiv.org/abs/2504.07965

🖼️ At the DeLTa workshop, Jonas Loos and I presented "Latent Diffusion U-Net Representations Contain Positional Embeddings and Anomalies".
📃 arxiv.org/abs/2504.07008

🎉 Excited to have had the opportunity to present two posters at the ICLR2025 workshops! 🖼️🖼️

A big thanks to my coauthors and to everyone who dropped by to discuss!

Also, thanks to the Re-Align and DeLTa organizers for hosting such an inspiring workshop day. ✨

@bifold.berlin @tuberlin.bsky.social

CALL FOR PAPERS: #XAI2025, Special Track: Actionable explainable AI. Submit your paper and check the Submission deadlines: xaiworldconference.com/2025/importa...

Actionable Explainable AI
xaiworldconference.com/2025/actiona...

Thanks to everyone for the lively discussions on concept convexity and alignment in DL models at #NLDL (Northern Lights Deep Learning conference)! ❄️❄️

Had a great time in beautiful Tromsø connecting with fellow researchers 🤝

📜 Feel free to check out our preprint: arxiv.org/abs/2409.06362

Happy to co-chair this year's special track on "Actionable Explainable AI" with a great team! 📄🦾
Please consider submitting! (Abstract deadline: February 10th) ☝️

Excited that Re-Align will have its second iteration at ICLR 2025 in Singapore! More soon! 🧠🤖