Mateusz Pach
mateuszpach.bsky.social
Mateusz Pach
@mateuszpach.bsky.social
ELLIS PhD Student @ TU Munich and Helmholtz AI
🔍⚙️ Interpretability
🖼️📚 Multimodal ML
✨🎨 Generative AI
📍 Poster: Sat 10–12:30 PM, Hall 3 + 2B #516
April 24, 2025 at 12:39 AM
openreview.net
April 24, 2025 at 12:38 AM
💡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 — backed by user studies.
April 24, 2025 at 12:38 AM
🔍 Prototypical parts models offer trustworthy but sometimes ambiguous explanations for their decisions…
April 24, 2025 at 12:37 AM