Data Collection and Safety Use Cases in Smart Infrastructures. - Michael Botsch; Werner Huber; Lakshman Balasubramanian; Alberto Flores Fernández; Markus Geisler; Christian Gudera; Mauricio Rene Morales Gomez; Peter Riegl; Eduardo Sánchez Morales; Karthikeyan Chandra Sekaran (AutomotiveUI (Adjunct Proceedings), 2023)

Metric Learning Based Class Specific Experts for Open-Set Recognition of Traffic Participants in Urban Areas Using Infrastructure Sensors. - Karthikeyan Chandra Sekaran; Lakshman Balasubramanian; Michael Botsch; Wolfgang Utschick (IV, 2023)

Generation of Realistic Traffic Scenarios for Virtual and Real Test Drives Based on a Hybrid Machine Learning Framework. - Peter Riegl; Karthikeyan Chandra Sekaran; Michael Botsch (ICVES, 2024)

Open-Set Object Detection for the Identification and Localization of Dissimilar Novel Classes by means of Infrastructure Sensors. - Karthikeyan Chandra Sekaran; Lakshman Balasubramanian; Michael Botsch; Wolfgang Utschick (IV, 2024)

Uncertainty-Aware Hybrid Machine Learning in Virtual Sensors for Vehicle Sideslip Angle Estimation. - Abinav Kalyanasundaram; Karthikeyan Chandra Sekaran; Philipp Stauber; Michael Lange 004; Wolfgang Utschick; Michael Botsch (CoRR, 2025)