Showing 2018Show all
3 papers · 1 filter
cs.CV2018
Prediction Error Meta Classification in Semantic Segmentation: Detection via Aggregated Dispersion Measures of Softmax Probabilities
Matthias Rottmann, Pascal Colling, Thomas-Paul Hack +4
We present a method that "meta" classifies whether seg-ments predicted by a semantic segmentation neural networkintersect with the ground truth. For this purpose, we employ measure…
gr-qc2018
Thermodynamics of Quantum Fields in Nonstationary Spacetimes
Klaus Fredenhagen, Thomas-Paul Hack, Nicola Pinamonti
Quantum field theory (QFT) on non-stationary spacetimes is well understood from the side of the algebra of observables. The state space, however, is largely unexplored, due to the…
math-ph2018
Non-equilibrium steady states for the interacting Klein-Gordon field in 1+3 dimensions
Thomas-Paul Hack, Rainer Verch
Non-equilibrium steady states (NESS) describe particularly simple and stationary non-equilibrium situations. A possibility to obtain such states is to consider the asymptotic evolu…