Julia Herbst (@_juliaherbst) profile picture

Julia Herbst

@_juliaherbst

CS MSc Student @TU_Muenchen, @HelmholtzMunich

 Munich, Germany
Joined November 2026
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Do vision and language models, trained on entirely different data, converge toward a shared representation of the world? The Platonic Representation Hypothesis suggests they do. We take a closer look.
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This work started as part of my bachelor’s thesis. Many thanks to my co-authors @SimonRoschmann, @QBouniot, and @zeynepakata for their amazing supervision throughout my thesis and beyond!
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Paper: arxiv.org/abs/2611.12869 Code: github.com/ExplainableML/prh… See you in Paris! 🇫🇷
Where Does Alignment Emerge and What Does It Mean? A Closer Look...

Where Does Alignment Emerge and What Does It Mean? A Closer Look...

The Platonic Representation Hypothesis (PRH) suggests that neural networks are converging toward similar representation spaces. As language models become more capable, their representations are...

arxiv.org
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