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

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Generating Synthetic Ground Truth Distributions for Multi-step Trajectory Prediction using Probabilistic Composite B\'ezier Curves.
CoRR, 2024

Utilizing Dataset Affinity Prediction in Object Detection to Assess Training Data.
Proceedings of the Robotics, Computer Vision and Intelligent Systems, 2024

2022
Probabilistic Parametric Curves for Sequence Modeling.
PhD thesis, 2022

Bézier Curve Gaussian Processes.
CoRR, 2022

2021
Quantifying the Complexity of Standard Benchmarking Datasets for Long-Term Human Trajectory Prediction.
IEEE Access, 2021

Generating Synthetic Training Data for Deep Learning-based UAV Trajectory Prediction.
Proceedings of the 2nd International Conference on Robotics, 2021

MissFormer: (In-)Attention-Based Handling of Missing Observations for Trajectory Filtering and Prediction.
Proceedings of the Advances in Visual Computing - 16th International Symposium, 2021

Handling Missing Observations with an RNN-based Prediction-Update Cycle.
Proceedings of the Computer Analysis of Images and Patterns, 2021

2020
A Short Note on Analyzing Sequence Complexity in Trajectory Prediction Benchmarks.
CoRR, 2020

Introducing Probabilistic Bézier Curves for N-Step Sequence Prediction.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

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

Grundlagen des Maschinellen Lernens.
Proceedings of the Handbuch der Künstlichen Intelligenz, 6. Auflage, 2020

2019
Modeling continuous-time stochastic processes using $\mathcal{N}$-Curve mixtures.
CoRR, 2019

An RNN-Based IMM Filter Surrogate.
Proceedings of the Image Analysis - 21st Scandinavian Conference, 2019

2018
An Evaluation of Trajectory Prediction Approaches and Notes on the TrajNet Benchmark.
CoRR, 2018

Particle-based pedestrian path prediction using LSTM-MDL models.
CoRR, 2018

Particle-based Pedestrian Path Prediction using LSTM-MDL Models.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

RED: A Simple but Effective Baseline Predictor for the TrajNet Benchmark.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017
Supporting generative models of spatial behavior by user interaction.
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.
Proceedings of the UKSim-AMSS 17th International Conference on Computer Modelling and Simulation, 2015

Text Understanding for Programming in Natural Language: Control Structures.
Proceedings of the 4th IEEE/ACM International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering, 2015


  Loading...