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Explainable Machine Learning @ExplainableML

Institute for Explainable Machine Learning @HelmholtzMunich and Interpretable and Reliable Machine Learning group @TU_Muenchen eml-munich.de Munich, Germany Joined August 2021
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Explainable Machine Learning retweeted
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Luca Eyring @LucaEyring

3 weeks ago

Reward hacking is challenging when fine-tuning few-step Diffusion models. Direct fine-tuning on rewards can create artifacts that game metrics while degrading visual quality. We propose Noise Hypernetworks as a theoretically grounded solution, inspired by test-time optimization.

Explainable Machine Learning retweeted
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Karsten Roth @confusezius

a month ago

💫 After four PhD years on all things multimodal, pre- and post-training, I’m super excited for a new research chapter @GoogleDeepMind 🇨🇭! Biggest thanks to @zeynepakata and @OriolVinyalsML for all the guidance, support, and incredibly eventful and defining research years ♥️!

Explainable Machine Learning retweeted
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Kirill Bykov @kirill_bykov

a month ago

Personal news: I have defended my PhD thesis “Explaining Representations in Deep Neural Networks” at TU Berlin with summa cum laude (with distinction)! From August, I’ll start a Postdoc at @TU_Muenchen in @ExplainableML group focusing on Mechanistic Interpretability ✨

Explainable Machine Learning retweeted
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Simon Roschmann @SimonRoschmann

2 months ago

How can we circumvent data scarcity in the time series domain? We propose to leverage pretrained ViTs (e.g., CLIP, DINOv2) for time series classification and outperform time series foundation models (TSFMs). 📄 Preprint: arxiv.org/abs/2506.08641 💻 Code: github.com/ExplainableML/…

Explainable Machine Learning retweeted
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Leonard Salewski @L_Salewski

2 months ago

I am very happy to announce that I successfully defended my PhD thesis with the title "Advancing Multimodal Explainability: From Visual Reasoning to In-Context Impersonation".

Explainable Machine Learning retweeted
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Robin Hesse @robinhesse_

2 months ago

Got a strong XAI paper rejected from ICCV? Submit it to our ICCV eXCV Workshop today—we welcome high-quality work! 🗓️ Submissions open until June 26 AoE. 📄 Got accepted to ICCV? Congrats! Consider our non-proceedings track. #ICCV2025 @ICCVConference

Explainable Machine Learning retweeted
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Zeynep Akata @zeynepakata

2 months ago

It is a great honor to receive the ZukunftsWissen Prize 2025 from the German Academy of the Sciences @Leopoldina with generous support of the @CoBaStiftung 🎉 This achievement wouldn’t have been possible without my wonderful group @ExplainableML @TU_Muenchen @HelmholtzMunich

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Nationale Akademie der Wissenschaften Leopoldina @Leopoldina

2 months ago

It is a great honor to receive the ZukunftsWissen Prize 2025 from the German Academy of the Sciences @Leopoldina with generous support of the @CoBaStiftung 🎉 This achievement wouldn’t have been possible without my wonderful group @ExplainableML @TU_Muenchen @HelmholtzMunich

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