Text Understanding for Programming in Natural Language: Control Structures. - Mathias Landhaeusser; Ronny Hug (RAISE@ICSE, 2015)

Towards Web-Based Semantic Knowledge Completion for Adaptive World Modeling in Cognitive Systems. - Achim Kuwertz; Cornelius Goldbeck; Ronny Hug; Jürgen Beyerer (UKSim, 2015)

Supporting generative models of spatial behavior by user interaction. - Ronny Hug; Wolfgang Hübner 001; Michael Arens (ESANN, 2017)

RED: A Simple but Effective Baseline Predictor for the TrajNet Benchmark. - Stefan Becker; Ronny Hug; Wolfgang Hübner 001; Michael Arens (ECCV Workshops (3), 2018)

Particle-based Pedestrian Path Prediction using LSTM-MDL Models. - Ronny Hug; Stefan Becker; Wolfgang Htibner; Michael Arens (ITSC, 2018)

Particle-based pedestrian path prediction using LSTM-MDL models. - Ronny Hug; Stefan Becker; Wolfgang Hübner 001; Michael Arens (CoRR, 2018)

An Evaluation of Trajectory Prediction Approaches and Notes on the TrajNet Benchmark. - Stefan Becker; Ronny Hug; Wolfgang Hübner 001; Michael Arens (CoRR, 2018)

An RNN-Based IMM Filter Surrogate. - Stefan Becker; Ronny Hug; Wolfgang Hübner 001; Michael Arens (SCIA, 2019)

Modeling continuous-time stochastic processes using $ mathcal{N}$-Curve mixtures. - Ronny Hug; Wolfgang Hübner 001; Michael Arens (CoRR, 2019)

Grundlagen des Maschinellen Lernens. - Christian Bauckhage; Wolfgang Hübner 001; Ronny Hug; Gerhard Paaß; Stefan Rüping 001 (Handbuch der Künstlichen Intelligenz, 2020)

Tiefe neuronale Netze. - Christian Bauckhage; Wolfgang Hübner 001; Ronny Hug; Gerhard Paaß (Handbuch der Künstlichen Intelligenz, 2020)

Introducing Probabilistic Bézier Curves for N-Step Sequence Prediction. - Ronny Hug; Wolfgang Hübner 001; Michael Arens (AAAI, 2020)

A Short Note on Analyzing Sequence Complexity in Trajectory Prediction Benchmarks. - Ronny Hug; Stefan Becker; Wolfgang Hübner 001; Michael Arens (CoRR, 2020)

Handling Missing Observations with an RNN-based Prediction-Update Cycle. - Stefan Becker; Ronny Hug; Wolfgang Hübner 001; Michael Arens; Brendan Tran Morris (CAIP (1), 2021)

MissFormer: (In-)Attention-Based Handling of Missing Observations for Trajectory Filtering and Prediction. - Stefan Becker; Ronny Hug; Wolfgang Hübner 001; Michael Arens; Brendan Tran Morris (ISVC (1), 2021)

Generating Synthetic Training Data for Deep Learning-based UAV Trajectory Prediction. - Stefan Becker; Ronny Hug; Wolfgang Hübner 001; Michael Arens; Brendan Tran Morris (ROBOVIS, 2021)

Quantifying the Complexity of Standard Benchmarking Datasets for Long-Term Human Trajectory Prediction. - Ronny Hug; Stefan Becker; Wolfgang Hübner 001; Michael Arens (IEEE Access, 2021)

Bézier Curve Gaussian Processes. - Ronny Hug; Stefan Becker; Wolfgang Hübner 001; Michael Arens; Jürgen Beyerer (CoRR, 2022)

Probabilistic Parametric Curves for Sequence Modeling. - Ronny Hug (2022)

Utilizing Dataset Affinity Prediction in Object Detection to Assess Training Data. - Stefan Becker; Jens Bayer; Ronny Hug; Wolfgang Hübner 001; Michael Arens (ROBOVIS, 2024)

Generating Synthetic Ground Truth Distributions for Multi-step Trajectory Prediction using Probabilistic Composite B 'ezier Curves. - Ronny Hug; Stefan Becker; Wolfgang Hübner 001; Michael Arens (CoRR, 2024)