output
20022025
most citedMethods for Interpreting and Understanding Deep Neural Networks

2.8k citations

Showing 2021Show all

125 papers · 1 filter

q-bio.QM2021

Model predictive control guided with optimal experimental design for pulse-based parallel cultivation

Jong Woo Kim, Niels Krausch, Judit Aizpuru +5

Optimal experimental design for parameter precision attempts to maximize the information content in experimental data for a most effective identification of parametric model. With…

eess.SP2021

Analysis of the Operation of Industrial Trucks based on Position Data

Jakob Schyga, Hendrik Rose, Johannes Hinckeldeyn +1

Indoor positioning systems (IPSs) can make an important contribution to the analysis and optimization of internal transport processes. The overall aim of this work is to examine ho…

cs.SD2021

Visualising and Explaining Deep Learning Models for Speech Quality Prediction

H. Tilkorn, G. Mittag, S. Möller

Estimating quality of transmitted speech is known to be a non-trivial task. While traditionally, test participants are asked to rate the quality of samples; nowadays, automated met…

cs.AI202113 cited

Towards autonomous artificial agents with an active self: modeling sense of control in situated action

Sebastian Kahl, Sebastian Wiese, Nele Russwinkel +1

In this paper we present a computational modeling account of an active self in artificial agents. In particular we focus on how an agent can be equipped with a sense of control and…

astro-ph.EP202112 cited

Ground-based HCN submillimetre measurements in Titan's atmosphere: an intercomparison with Herschel observations

M. Rengel, D. Shulyak, P. Hartogh +4

The aim of this study is to measure the vertical distribution of HCN on Titan's stratosphere using ground-based submm observations acquired quasi-simultaneously with the Herschel o…

cs.CY20212 cited

Datensouveränität für Verbraucher:innen: Technische Ansätze durch KI-basierte Transparenz und Auskunft im Kontext der DSGVO

Elias Grünewald, Frank Pallas

A sufficient level of data sovereignty is extremely difficult for consumers in practice. The EU General Data Protection Regulation guarantees comprehensive data subject rights, whi…