Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2021Grundlagen des Maschinellen Lernens
Bauckhage, Christian; Hübner, Wolfgang; Hug, Ronny; Paaß, Gerhard; Rüping, Stefan
Book Article
2021Tiefe neuronale Netze
Bauckhage, Christian; Hübner, Wolfgang; Hug, Ronny; Paaß, G.
Book Article
2020A complementary trajectory prediction benchmark
Hug, Ronny; Becker, Stefan; Hübner, Wolfgang; Arens, Michael
Conference Paper
2020Introducing Probabilistic Bézier Curves for N-Step Sequence Prediction
Hug, Ronny; Hübner, Wolfgang; Arens, Michael
Conference Paper
2020A Short Note on Analyzing Sequence Complexity in Trajectory Prediction Benchmarks
Hug, Ronny; Becker, Stefan; Hübner, Wolfgang; Arens, Michael
Conference Paper
2019Modeling continuous-time stochastic processes using N-Curve mixtures
Hug, Ronny; Hübner, Wolfgang; Arens, Michael
Report
2019RED: A simple but effective Baseline Predictor for the TrajNet Benchmark
Becker, Stefan; Hug, Ronny; Hübner, Wolfgang; Arens, Michael
Conference Paper
2019An RNN-Based IMM Filter Surrogate
Becker, Stefan; Hug, Ronny; Hübner, Wolfgang; Arens, Michael
Conference Paper
2018Particle-based Pedestrian Path Prediction using LSTM-MDL Models
Hug, Ronny; Becker, Stefan; Hübner, Wolfgang; Arens, Michael
Conference Paper
2017Interactive concepts for shaping generative models of spatial behavior
Hug, Ronny; Hübner, Wolfgang; Arens, Michael
Conference Paper
2017On the reliability of LSTM-MDL models for pedestrian trajectory prediction
Hug, Ronny; Becker, Stefan; Hübner, Wolfgang; Arens, Michael
Conference Paper
2017Supporting generative models of spatial behavior by user interaction
Hug, Ronny; Hübner, Wolfgang; Arens, Michael
Conference Paper