Practical Solutions for Machine Learning Safety in Autonomous Vehicles. - Sina Mohseni; Mandar Pitale; Vasu Singh; Zhangyang Wang (SafeAI@AAAI, 2020)

Self-Supervised Learning for Generalizable Out-of-Distribution Detection. - Sina Mohseni; Mandar Pitale; J. B. S. Yadawa; Zhangyang Wang (AAAI, 2020)

Simulation Driven Design and Test for Safety of AI Based Autonomous Vehicles. - Vasu Singh; Siva Kumar Sastry Hari; Timothy Tsai 002; Mandar Pitale (CVPR Workshops, 2021)

Impact of Automotive System Safety Design on Machine Learning Based Perception Systems. - Vasu Singh; Mandar Pitale (ICPS, 2021)

Inherent Diverse Redundant Safety Mechanisms for AI-based Software Elements in Automotive Applications. - Mandar Pitale; Alireza Abbaspour; Devesh Upadhyay (CoRR, 2024)

HySafe-AI: Hybrid Safety Architectural Analysis Framework for AI Systems: A Case Study. - Mandar Pitale; Jelena Frtunikj; Abhinaw Priyadershi; Vasu Singh; Maria Spence (CoRR, 2025)