Ronny Hug

Orcid: 0000-0001-6104-710X

According to our database¹, Ronny Hug authored at least 21 papers between 2015 and 2024.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

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In proceedings

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PhD thesis

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On csauthors.net:

Bibliography

2024

Generating Synthetic Ground Truth Distributions for Multi-step Trajectory Prediction using Probabilistic Composite B\'ezier Curves.

[BibT_eX]

[DOI]

CoRR, 2024

Utilizing Dataset Affinity Prediction in Object Detection to Assess Training Data.

[BibT_eX]

[DOI]

Proceedings of the Robotics, Computer Vision and Intelligent Systems, 2024

2022

Probabilistic Parametric Curves for Sequence Modeling.

[BibT_eX]

[DOI]

Ronny Hug

PhD thesis, 2022

Bézier Curve Gaussian Processes.

[BibT_eX]

[DOI]

CoRR, 2022

2021

Quantifying the Complexity of Standard Benchmarking Datasets for Long-Term Human Trajectory Prediction.

[BibT_eX]

[DOI]

IEEE Access, 2021

Generating Synthetic Training Data for Deep Learning-based UAV Trajectory Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Robotics, 2021

MissFormer: (In-)Attention-Based Handling of Missing Observations for Trajectory Filtering and Prediction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Visual Computing - 16th International Symposium, 2021

Handling Missing Observations with an RNN-based Prediction-Update Cycle.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 2021

2020

A Short Note on Analyzing Sequence Complexity in Trajectory Prediction Benchmarks.

[BibT_eX]

[DOI]

CoRR, 2020

Introducing Probabilistic Bézier Curves for N-Step Sequence Prediction.

[BibT_eX]

[DOI]

Ronny Hug

Wolfgang Hübner

Michael Arens

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Tiefe neuronale Netze.

[BibT_eX]

[DOI]

Proceedings of the Handbuch der Künstlichen Intelligenz, 6. Auflage, 2020

Grundlagen des Maschinellen Lernens.

[BibT_eX]

[DOI]

Proceedings of the Handbuch der Künstlichen Intelligenz, 6. Auflage, 2020

2019

Modeling continuous-time stochastic processes using $\mathcal{N}$-Curve mixtures.

[BibT_eX]

[DOI]

Ronny Hug

Wolfgang Hübner

Michael Arens

CoRR, 2019

An RNN-Based IMM Filter Surrogate.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis - 21st Scandinavian Conference, 2019

2018

An Evaluation of Trajectory Prediction Approaches and Notes on the TrajNet Benchmark.

[BibT_eX]

[DOI]

CoRR, 2018

Particle-based pedestrian path prediction using LSTM-MDL models.

[BibT_eX]

[DOI]

CoRR, 2018

Particle-based Pedestrian Path Prediction using LSTM-MDL Models.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

RED: A Simple but Effective Baseline Predictor for the TrajNet Benchmark.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017

Supporting generative models of spatial behavior by user interaction.

[BibT_eX]

[DOI]

Ronny Hug

Wolfgang Hübner

Michael Arens

Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

2015

Towards Web-Based Semantic Knowledge Completion for Adaptive World Modeling in Cognitive Systems.

[BibT_eX]

[DOI]

Proceedings of the UKSim-AMSS 17th International Conference on Computer Modelling and Simulation, 2015

Text Understanding for Programming in Natural Language: Control Structures.

[BibT_eX]

[DOI]

Mathias Landhaeusser

Ronny Hug

Proceedings of the 4th IEEE/ACM International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering, 2015

Ronny Hug

Timeline

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On csauthors.net:

Bibliography

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