Mateusz Pach

Mateusz Pach

@mateuszpach.bsky.social

ELLIS PhD Student @ TU Munich and Helmholtz AI πŸ”βš™οΈ Interpretability πŸ–ΌοΈπŸ“š Multimodal ML ✨🎨 Generative AI

424 Followers 262 Following 5 Posts Joined Nov 2024
10 months ago

πŸ“ Poster: Sat 10–12:30 PM, Hall 3 + 2B #516

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10 months ago

πŸ“„ Paper: openreview.net/pdf?id=BM9qf...

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10 months ago

πŸ’‘LucidPPN clears up the confusion by separating color from shape and texture features, and by consistently aligning parts to the same object regions across classes. The result? More interpretable, more intuitive explanations β€” backed by user studies.

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10 months ago

πŸ” Prototypical parts models offer trustworthy but sometimes ambiguous explanations for their decisions…

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10 months ago
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I'm attending #ICLR #Singapore this week to present LucidPPN: Unambiguous Prototypical Parts Network for Interpretable Computer Vision. Let’s meet and chat explainable #AI πŸ™‚

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