| Self-supervised learning for generalizable out-of-distribution detection S Mohseni, M Pitale, JBS Yadawa, Z Wang Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 5216-5223, 2020 | 204 | 2020 |
| Practical solutions for machine learning safety in autonomous vehicles S Mohseni, M Pitale, V Singh, Z Wang arXiv preprint arXiv:1912.09630, 2019 | 90 | 2019 |
| Simulation driven design and test for safety of ai based autonomous vehicles V Singh, SKS Hari, T Tsai, M Pitale Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 16 | 2021 |
| Processor and system to identify out-of-distribution input data in neural networks S Mohseni, MM Pitale, J Yadawa US Patent App. 16/679,089, 2021 | 14 | 2021 |
| Practical solutions for machine learning safety in autonomous vehicles. arXiv 2019 S Mohseni, M Pitale, V Singh, Z Wang arXiv preprint arXiv:1912.09630, 0 | 6 | |
| Impact of automotive system safety design on machine learning based perception systems V Singh, M Pitale 2021 4th IEEE International Conference on Industrial Cyber-Physical Systems …, 2021 | 3 | 2021 |
| Method for collision avoidance of a motor vehicle with an emergency vehicle and a related system and motor vehicle M Pitale, C Rempis, C Connette, S Gruenwedel, B Sobotta US Patent 10,981,566, 2021 | 3 | 2021 |
| Inherent Diverse Redundant Safety Mechanisms for AI based SW Elements MM Pitale, A Abbaspour, D Upadhyay SAE Technical Paper, 2024 | | 2024 |
| Inherent Diverse Redundant Safety Mechanisms for AI-based Software Elements in Automotive Applications M Pitale, A Abbaspour, D Upadhyay arXiv preprint arXiv:2402.08208, 2024 | | 2024 |
| SE4SafeML’23 ACM SIGSOFT | | 2023 |
| The Path to Safe Machine Learning for Automotive Applications S Burton SAE EDGE™ Research Reports, 2023 | | 2023 |
| Method for Learning a Vehicle Behavior of a Monitored Automobile and a Respective Automobile M Pitale US Patent 11,562,574, 2023 | | 2023 |
| Practical Solutions for Machine Learning Safety in Autonomous Vehicles VS Sina Mohseni, Mandar Pitale SafeAI 2020, http://ceur-ws.org/Vol-2560/paper40.pdf, 2020 | | 2020 |
| Method for Learning a Vehicle Behavior of a Monitored Automobile and a Respective Automobile M Pitale US Patent App. 16/264,964, 2019 | | 2019 |
| Practical solutions for machine learning safety in autonomous vehicles M Sina, P Mandar, S Vasu, W Zhangyang arXiv preprint arXiv:1912.09630, 2019 | | 2019 |
| Method for avoiding a return oriented programming attempt on a computer and respective devices M Pitale WO Patent App. PCT/EP2016/070,419, 2018 | | 2018 |
| Method for an optical user guidance of a user of an access device of a motor vehicle SG Christian Connette, Mandar Pitale, Christian Rempis, Benjamin Sobotta WO Patent App. PCT/EP2016/078,041, 2017 | | 2017 |
| Method for situation-based assistance of a motor vehicle to form a corridor for emergency vehicles CB Sebastian Grünwedel, Mandar Pitale, Benjamin Sobotta, Christian Connette ... WO Patent App. PCT/EP2016/080,257, 2017 | | 2017 |
| CVPRW 2021 M Klingner, A Bär, M Mross, T Fingscheidt | | |
