1 citations · 1 across the 5 of their papers we have counts for
5 papers
Quantum Prediction of Transport Dynamics in Discretized State Spaces
Felix Govaers
We propose a gate-based quantum algorithm for the prediction step of Bayesian state estimation based on the Fokker-Planck equation on a discretized position-velocity state space. T…
Offline Auto Labeling: BAAS
Stefan Haag, Bharanidhar Duraisamy, Felix Govaers +3
This paper introduces BAAS, a new Extended Object Tracking (EOT) and fusion-based label annotation framework for radar detections in autonomous driving. Our framework utilizes Baye…
Projected Belief Networks With Discriminative Alignment for Acoustic Event Classification: Rivaling State of the Art CNNs
Paul M. Baggenstoss, Kevin Wilkinghoff, Felix Govaers +1
The projected belief network (PBN) is a generative stochastic network with tractable likelihood function based on a feed-forward neural network (FFNN). The generative function oper…
A Comparison of PDF Projection with Normalizing Flows and SurVAE
Paul M. Baggenstoss, Felix Govaers
Normalizing flows (NF) recently gained attention as a way to construct generative networks with exact likelihood calculation out of composable layers. However, NF is restricted to…
Adiabatic Quantum Computing for Solving the Weapon-Target Assignment Problem
Veit Stooß, Martin Ulmke, Felix Govaers
Quantum computing promises significant improvements of computation capabilities in various fields such as machine learning and complex optimization problems. Recent technological a…