activity
20182023
most citedA Reparameterization-Invariant Flatness Measure for Deep Neural Networks

2 citations · 6 across the 7 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.CV2021

Plants Don't Walk on the Street: Common-Sense Reasoning for Reliable Semantic Segmentation

Linara Adilova, Elena Schulz, Maram Akila +4

Data-driven sensor interpretation in autonomous driving can lead to highly implausible predictions as can most of the time be verified with common-sense knowledge. However, learnin…

cs.LG2021★ 1 cited

Novelty Detection in Sequential Data by Informed Clustering and Modeling

Linara Adilova, Siming Chen, Michael Kamp

Novelty detection in discrete sequences is a challenging task, since deviations from the process generating the normal data are often small or intentionally hidden. Novelties can b…