Ronny Hug - RankMe

28 papers A* 1B 1Journal 13Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	A Flexible Output Distribution for Regression-Based Probabilistic Long-Term Human Trajectory Prediction. ROBOVIS Ronny Hug, Stefan Becker, Wolfgang Hübner, Michael Arens, Jürgen Beyerer
2024	J	`jnl`	Generating Synthetic Ground Truth Distributions for Multi-step Trajectory Prediction using Probabilistic Composite B\'ezier Curves. CoRR Ronny Hug, Stefan Becker, Wolfgang Hübner, Michael Arens
2024	—	`conf`	Utilizing Dataset Affinity Prediction in Object Detection to Assess Training Data. ROBOVIS Stefan Becker, Jens Bayer, Ronny Hug, Wolfgang Hübner, Michael Arens
2023	J	`jnl`	Utilizing dataset affinity prediction in object detection to assess training data. CoRR Stefan Becker, Jens Bayer, Ronny Hug, Wolfgang Hübner, Michael Arens
2022	J	`jnl`	Bézier Curve Gaussian Processes. CoRR Ronny Hug, Stefan Becker, Wolfgang Hübner, Michael Arens, Jürgen Beyerer
2022	—	`—`	Probabilistic Parametric Curves for Sequence Modeling. Ronny Hug
2021	J	`jnl`	Generating Synthetic Training Data for Deep Learning-Based UAV Trajectory Prediction. CoRR Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens, Brendan Tran Morris
2021	—	`conf`	Generating Synthetic Training Data for Deep Learning-based UAV Trajectory Prediction. ROBOVIS Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens, Brendan Tran Morris
2021	—	`conf`	Handling Missing Observations with an RNN-based Prediction-Update Cycle. CAIP (1) Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens, Brendan Tran Morris
2021	J	`jnl`	Handling Missing Observations with an RNN-based Prediction-Update Cycle. CoRR Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens, Brendan Tran Morris
2021	—	`conf`	MissFormer: (In-)Attention-Based Handling of Missing Observations for Trajectory Filtering and Prediction. ISVC (1) Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens, Brendan Tran Morris
2021	J	`jnl`	MissFormer: (In-)attention-based handling of missing observations for trajectory filtering and prediction. CoRR Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens, Brendan Tran Morris
2021	J	`jnl`	Quantifying the Complexity of Standard Benchmarking Datasets for Long-Term Human Trajectory Prediction. IEEE Access Ronny Hug, Stefan Becker, Wolfgang Hübner, Michael Arens
2020	J	`jnl`	A Short Note on Analyzing Sequence Complexity in Trajectory Prediction Benchmarks. CoRR Ronny Hug, Stefan Becker, Wolfgang Hübner, Michael Arens
2020	—	`ch.`	Grundlagen des Maschinellen Lernens. Handbuch der Künstlichen Intelligenz Christian Bauckhage, Wolfgang Hübner, Ronny Hug, Gerhard Paaß, Stefan Rüping
2020	A*	`conf`	Introducing Probabilistic Bézier Curves for N-Step Sequence Prediction. AAAI Ronny Hug, Wolfgang Hübner, Michael Arens
2020	J	`jnl`	Quantifying the Complexity of Standard Benchmarking Datasets for Long-Term Human Trajectory Prediction. CoRR Ronny Hug, Stefan Becker, Wolfgang Hübner, Michael Arens
2020	—	`ch.`	Tiefe neuronale Netze. Handbuch der Künstlichen Intelligenz Christian Bauckhage, Wolfgang Hübner, Ronny Hug, Gerhard Paaß
2019	—	`conf`	An RNN-Based IMM Filter Surrogate. SCIA Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens
2019	J	`jnl`	An RNN-based IMM Filter Surrogate. CoRR Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens
2019	J	`jnl`	Modeling continuous-time stochastic processes using $\mathcal{N}$-Curve mixtures. CoRR Ronny Hug, Wolfgang Hübner, Michael Arens
2018	J	`jnl`	An Evaluation of Trajectory Prediction Approaches and Notes on the TrajNet Benchmark. CoRR Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens
2018	—	`conf`	Particle-based Pedestrian Path Prediction using LSTM-MDL Models. ITSC Ronny Hug, Stefan Becker, Wolfgang Htibner, Michael Arens
2018	J	`jnl`	Particle-based pedestrian path prediction using LSTM-MDL models. CoRR Ronny Hug, Stefan Becker, Wolfgang Hübner, Michael Arens
2018	—	`conf`	RED: A Simple but Effective Baseline Predictor for the TrajNet Benchmark. ECCV Workshops (3) Stefan Becker, Ronny Hug, Wolfgang Hübner, Michael Arens
2017	B	`conf`	Supporting generative models of spatial behavior by user interaction. ESANN Ronny Hug, Wolfgang Hübner, Michael Arens
2015	—	`conf`	Text Understanding for Programming in Natural Language: Control Structures. RAISE@ICSE Mathias Landhaeusser, Ronny Hug
2015	—	`conf`	Towards Web-Based Semantic Knowledge Completion for Adaptive World Modeling in Cognitive Systems. UKSim Achim Kuwertz, Cornelius Goldbeck, Ronny Hug, Jürgen Beyerer