Ronny Hug

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 22

Top Topics

Sequence Prediction

Text Understanding

Stochastic Process

Control Structures

Top Venues

Publications

Ronny Hug, Stefan Becker, Wolfgang Hübner, Michael Arens
Generating Synthetic Ground Truth Distributions for Multi-step Trajectory Prediction using Probabilistic Composite B\'ezier Curves. CoRR (2024)
Stefan Becker, Jens Bayer, Ronny Hug, Wolfgang Hübner, Michael Arens
Utilizing Dataset Affinity Prediction in Object Detection to Assess Training Data. ROBOVIS (2024)
Stefan Becker, Jens Bayer, Ronny Hug, Wolfgang Hübner, Michael Arens
Utilizing dataset affinity prediction in object detection to assess training data. CoRR (2023)
Ronny Hug, Stefan Becker, Wolfgang Hübner, Michael Arens, Jürgen Beyerer
Bézier Curve Gaussian Processes. CoRR (2022)
Ronny Hug, Stefan Becker, Wolfgang Hübner, Michael Arens
Quantifying the Complexity of Standard Benchmarking Datasets for Long-Term Human Trajectory Prediction. IEEE Access 9 (2021)
Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens, Brendan Tran Morris
Handling Missing Observations with an RNN-based Prediction-Update Cycle. CoRR (2021)
Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens, Brendan Tran Morris
Generating Synthetic Training Data for Deep Learning-Based UAV Trajectory Prediction. CoRR (2021)
Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens, Brendan Tran Morris
Generating Synthetic Training Data for Deep Learning-based UAV Trajectory Prediction. ROBOVIS (2021)
Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens, Brendan Tran Morris
Handling Missing Observations with an RNN-based Prediction-Update Cycle. CAIP (1) (2021)
Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens, Brendan Tran Morris
MissFormer: (In-)Attention-Based Handling of Missing Observations for Trajectory Filtering and Prediction. ISVC (1) (2021)
Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens, Brendan Tran Morris
MissFormer: (In-)attention-based handling of missing observations for trajectory filtering and prediction. CoRR (2021)
Ronny Hug, Wolfgang Hübner, Michael Arens
Introducing Probabilistic Bézier Curves for N-Step Sequence Prediction. AAAI (2020)
Ronny Hug, Stefan Becker, Wolfgang Hübner, Michael Arens
Quantifying the Complexity of Standard Benchmarking Datasets for Long-Term Human Trajectory Prediction. CoRR (2020)
Ronny Hug, Stefan Becker, Wolfgang Hübner, Michael Arens
A Short Note on Analyzing Sequence Complexity in Trajectory Prediction Benchmarks. CoRR (2020)
Ronny Hug, Wolfgang Hübner, Michael Arens
Modeling continuous-time stochastic processes using $\mathcal{N}$-Curve mixtures. CoRR (2019)
Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens
An RNN-Based IMM Filter Surrogate. SCIA (2019)
Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens
An RNN-based IMM Filter Surrogate. CoRR (2019)
Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens
An Evaluation of Trajectory Prediction Approaches and Notes on the TrajNet Benchmark. CoRR (2018)
Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens
RED: A Simple but Effective Baseline Predictor for the TrajNet Benchmark. ECCV Workshops (3) (2018)
Ronny Hug, Stefan Becker, Wolfgang Hübner, Michael Arens
Particle-based pedestrian path prediction using LSTM-MDL models. CoRR (2018)
Ronny Hug, Stefan Becker, Wolfgang Htibner, Michael Arens
Particle-based Pedestrian Path Prediction using LSTM-MDL Models. ITSC (2018)
Ronny Hug, Wolfgang Hübner, Michael Arens
Supporting generative models of spatial behavior by user interaction. ESANN (2017)
Achim Kuwertz, Cornelius Goldbeck, Ronny Hug, Jürgen Beyerer
Towards Web-Based Semantic Knowledge Completion for Adaptive World Modeling in Cognitive Systems. UKSim (2015)
Mathias Landhaeusser, Ronny Hug
Text Understanding for Programming in Natural Language: Control Structures. RAISE@ICSE (2015)