Philipp Reis

16 papers B 1C 1Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
From Big Data to Fast Data: Towards High-Quality Datasets for Machine Learning Applications from Closed-Loop Data Collection.
CoRR
Philipp Reis, Jacqueline Henle, Stefan Otten, Eric Sax
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
A Framework for a Capability-driven Evaluation of Scenario Understanding for Multimodal Large Language Models in Autonomous Driving.
CoRR
Tin Stribor Sohn, Philipp Reis, Maximilian Dillitzer, Johannes Bach, Jason J. Corso, Eric Sax
2025 B conf
Adversarial and Reactive Traffic Entities for Behavior-Realistic Driving Simulation: A Review.
SMC
Joshua Ransiek, Philipp Reis, Tobias Schürmann, 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
Structuring Automotive Data for Systems Engineering: A Taxonomy-Based Approach.
CoRR
Carl Philipp Hohl, Philipp Reis, Tobias Schürmann, Stefan Otten, Eric Sax
2025 — conf
ZeloS - A Research Platform for Early-Stage Validation of Research Findings Related to Automated Driving.
CCTA
Christopher Bohn, Florian Siebenrock, Janne Bosch, Tobias Hetzner, Samuel Mauch, Philipp Reis, Timo Staudt, Manuel Hess, Ben-Micha Piscol, Sören Hohmann
2025 J jnl
ZeloS - A Research Platform for Early-Stage Validation of Research Findings Related to Automated Driving.
CoRR
Christopher Bohn, Florian Siebenrock, Janne Bosch, Tobias Hetzner, Samuel Mauch, Philipp Reis, Timo Staudt, Manuel Hess, Ben-Micha Piscol, Sören Hohmann
2024 J jnl
Adversarial and Reactive Traffic Agents for Realistic Driving Simulation.
CoRR
Joshua Ransiek, Philipp Reis, Eric Sax
2024 — conf
Behavior Forests: Real-Time Discovery of Dynamic Behavior for Data Selection.
ITSC
Philipp Reis, Philipp Rigoll, Eric Sax
2024 J jnl
Behavior Forests: Real-Time Discovery of Dynamic Behavior for Data Selection.
CoRR
Philipp Reis, Philipp Rigoll, Eric Sax
2024 C conf
Comparison of Dimension Reduction Methods for Multivariate Time Series Pattern Recognition.
ICPRAM
Patrick Petersen, Hanno Stage, Philipp Reis, Jonas Rauch, Eric Sax
2023 — conf
Time and Memory-Efficient Computation of Hamilton-Jacobi Reachable Sets Based on a Level Set Method Employing Adaptive Grids.
CDC
Christopher Bohn, Philipp Reis, Manuel Schwartz, Sören Hohmann