18 citations · 64 across the 13 of their papers we have counts for
3 papers · 1 filter
Reducing Annotation Need in Self-Explanatory Models for Lung Nodule Diagnosis
Jiahao Lu, Chong Yin, Oswin Krause +3
Feature-based self-explanatory methods explain their classification in terms of human-understandable features. In the medical imaging community, this semantic matching of clinical…
Inferring properties of dust in supernovae with neural networks
Zoe Ansari, Christa Gall, Roger Wesson +1
Context. Determining properties of dust formed in and around supernovae from observations remains challenging. This may be due to either incomplete coverage of data in wavelength o…
Learning Coulomb Diamonds in Large Quantum Dot Arrays
Oswin Krause, Anasua Chatterjee, Ferdinand Kuemmeth +1
We introduce an algorithm that is able to find the facets of Coulomb diamonds in quantum dot arrays. We simulate these arrays using the constant-interaction model, and rely only on…