Estimating the Uniqueness of Test Scenarios derived from Recorded Real-World-Driving-Data using Autoencoders. - Jacob Langner; Johannes Bach; Lennart Ries; Stefan Otten; Marc Holzäpfel; Eric Sax (Intelligent Vehicles Symposium, 2018)

Automated Function Assessment in Driving Scenarios. - Christian King; Lennart Ries; Christopher Kober; Christoph Wohlfahrt; Eric Sax (ICST, 2019)

A Driving Scenario Representation for Scalable Real-Data Analytics with Neural Networks. - Lennart Ries; Jacob Langner; Stefan Otten; Johannes Bach; Eric Sax (IV, 2019)

A Taxonomy and Survey on Validation Approaches for Automated Driving Systems. - Christian King; Lennart Ries; Jacob Langner; Eric Sax (ISSE, 2020)

Semantic Comparison of Driving Sequences by Adaptation of Word Embeddings. - Lennart Ries; Maximilian Stumpf; Johannes Bach; Eric Sax (ITSC, 2020)

Trajectory-Based Clustering of Real-World Urban Driving Sequences with Multiple Traffic Objects. - Lennart Ries; Philipp Rigoll; Thilo Braun; Thomas Schulik; Johannes Daube; Eric Sax (ITSC, 2021)

Collection of Requirements and Model-based Approach for Scenario Description. - Thilo Braun; Lennart Ries; Franziska Körtke; Lara Ruth Turner; Stefan Otten; Eric Sax (VEHITS, 2021)

Maneuver-based Visualization of Similarities between Recorded Traffic Scenarios. - Thilo Braun; Lennart Ries; Moritz Hesche; Stefan Otten; Eric Sax (DATA, 2022)

Scalable Data Set Distillation for the Development of Automated Driving Functions. - Philipp Rigoll; Lennart Ries; Eric Sax (ITSC, 2022)

A Review of Scenario Similarity Measures for Validation of Highly Automated Driving. - Thilo Braun; Julian Fuchs; Felix Reisgys; Lennart Ries; Johannes Plaum; Barbara Schütt; Eric Sax (ITSC, 2023)

Focus on the Challenges: Analysis of a User-friendly Data Search Approach with CLIP in the Automotive Domain. - Philipp Rigoll; Patrick Petersen; Hanno Stage; Lennart Ries; Eric Sax (ITSC, 2023)

The Machine Vision Iceberg Explained: Advancing Dynamic Testing by Considering Holistic Environmental Relations. - Hubert Padusinski; Christian Steinhauser; Thilo Braun; Lennart Ries; Eric Sax (ITSC, 2024)

CLIPping the Limits: Finding the Sweet Spot for Relevant Images in Automated Driving Systems Perception Testing. - Philipp Rigoll; Laurenz Adolph; Lennart Ries; Eric Sax (ITSC, 2024)

Unveiling Objects with SOLA: An Annotation-Free Image Search on the Object Level for Automotive Data Sets. - Philipp Rigoll; Jacob Langner; Lennart Ries; Eric Sax (IV, 2024)

The Machine Vision Iceberg Explained: Advancing Dynamic Testing by Considering Holistic Environmental Circumstances. - Hubert Padusinski; Thilo Braun; Christian Steinhauser; Lennart Ries; Eric Sax (CoRR, 2024)