Jacob Langner

23 papers B 1C 8Journal 7Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Generative AI in Systems Engineering: A Framework for Risk Assessment of Large Language Models.
CoRR
Stefan Otten, Philipp Reis, Philipp Rigoll, Joshua Ransiek, Tobias Schürmann, Jacob Langner, Eric Sax
2025 J jnl
A Data-Driven Novelty Score for Diverse In-Vehicle Data Recording.
CoRR
Philipp Reis, Joshua Ransiek, David Petri, Jacob Langner, Eric Sax
2025 — conf
A Data-Driven Novelty Score for Diverse in-Vehicle Data Recording.
ITSC
Philipp Reis, Joshua Ransiek, David Petri, Tobias Schürmann, Jacob Langner, Eric Sax
2025 J jnl
A Feedback-Control Framework for Efficient Dataset Collection from In-Vehicle Data Streams.
CoRR
Philipp Reis, Philipp Rigoll, Christian Steinhauser, Jacob Langner, Eric Sax
2025 J jnl
Data Quality Matters: Quantifying Image Quality Impact on Machine Learning Performance.
CoRR
Christian Steinhauser, Philipp Reis, Hubert Padusinski, Jacob Langner, Eric Sax
2025 J jnl
Point Cloud Recombination: Systematic Real Data Augmentation Using Robotic Targets for LiDAR Perception Validation.
CoRR
Hubert Padusinski, Christian Steinhauser, Christian Scherl, Julian Gaal, Jacob Langner
2024 — conf
Contextualizing the Sim-to-Real Gap for Hardware-in-the-Loop Testing of Highly Automated Driving Functions.
ICSRS
Christian Steinhauser, Joshua Ransiek, Jacob Langner, Eric Sax
2024 C conf
Detecting Oncoming Vehicles at Night in Urban Scenarios - An Annotation Proof-Of-Concept.
IV
Lukas Ewecker, Niklas Wagner, Tim Brühl, Robin Schwager, Tin Stribor Sohn, Alexander Engelsberger, Jensun Ravichandran, Hanno Stage, Jacob Langner, Sascha Saralajew
2024 — conf
GOOSE: Goal-Conditioned Reinforcement Learning for Safety-Critical Scenario Generation.
ITSC
Joshua Ransiek, Johannes Plaum, Jacob Langner, Eric Sax
2024 J jnl
GOOSE: Goal-Conditioned Reinforcement Learning for Safety-Critical Scenario Generation.
CoRR
Joshua Ransiek, Johannes Plaum, Jacob Langner, Eric Sax
2024 C conf
Unveiling Objects with SOLA: An Annotation-Free Image Search on the Object Level for Automotive Data Sets.
IV
Philipp Rigoll, Jacob Langner, Lennart Ries, Eric Sax
2023 — conf
Reducing Computer Vision Dataset Size via Selective Sampling.
ITSC
Hanno Stage, Lukas Ewecker, Jacob Langner, Tin Stribor Sohn, Thomas Villmann, Eric Sax
2023 J jnl
Unveiling Objects with SOLA: An Annotation-Free Image Search on the Object Level for Automotive Data Sets.
CoRR
Philipp Rigoll, Jacob Langner, Eric Sax
2022 C conf
An Efficient Strategy for Testing ADAS on HiL Test Systems with Parallel Condition-based Assessments.
VEHITS
Christian Steinhauser, Maciej Boncler, Jacob Langner, Steffen Strebel, Eric Sax
2021 C conf
Capturing the Variety of Urban Logical Scenarios from Bird-view Trajectories.
VEHITS
Christian King, Thilo Braun, Constantin Braess, Jacob Langner, Eric Sax
2020 C conf
A Process Reference Model for the Virtual Application of Predictive Control Features.
IV
Jacob Langner, Kai-Lukas Bauer, Marc Holzäpfel, Eric Sax
2020 — conf
A Taxonomy and Survey on Validation Approaches for Automated Driving Systems.
ISSE
Christian King, Lennart Ries, Jacob Langner, Eric Sax
2020 — conf
Leveraging Regular Expressions for Flexible Scenario Detection in Recorded Driving Data.
ISSE
Philip Elspas, Jacob Langner, Michael Aydinbas, Johannes Bach, Eric Sax
2020 C conf
Qualitative Feature Assessment for Longitudinal and Lateral Control-features.
VEHITS
Jacob Langner, Christian Seiffer, Stefan Otten, Kai-Lukas Bauer, Marc Holzäpfel, Eric Sax
2019 C conf
A Driving Scenario Representation for Scalable Real-Data Analytics with Neural Networks.
IV
Lennart Ries, Jacob Langner, Stefan Otten, Johannes Bach, Eric Sax
2019 C conf
Logical Scenario Derivation by Clustering Dynamic-Length-Segments Extracted from Real-World-Driving-Data.
VEHITS
Jacob Langner, Hannes Grolig, Stefan Otten, Marc Holzäpfel, Eric Sax
2018 B conf
Estimating the Uniqueness of Test Scenarios derived from Recorded Real-World-Driving-Data using Autoencoders.
Intelligent Vehicles Symposium
Jacob Langner, Johannes Bach, Lennart Ries, Stefan Otten, Marc Holzäpfel, Eric Sax
2017 — conf
Test scenario selection for system-level verification and validation of geolocation-dependent automotive control systems.
ICE/ITMC
Johannes Bach, Jacob Langner, Stefan Otten, Eric Sax, Marc Holzäpfel