63 citations · 68 across the 5 of their papers we have counts for
Showing 2019Show all
2 papers · 1 filter
stat.ML2019
Modeling continuous-time stochastic processes using -Curve mixtures
Ronny Hug, Wolfgang Hübner, Michael Arens
Representations of sequential data are commonly based on the assumption that observed sequences are realizations of an unknown underlying stochastic process, where the learning pro…
cs.CV2019
An RNN-based IMM Filter Surrogate
Stefan Becker, Ronny Hug, Wolfgang Hübner +1
The problem of varying dynamics of tracked objects, such as pedestrians, is traditionally tackled with approaches like the Interacting Multiple Model (IMM) filter using a Bayesian…