Shreyas Ramakrishna

Model-based design for CPS with learning-enabled components

Charles Hartsell, Nagabhushan Mahadevan, Shreyas Ramakrishna et al. · 2019 · 28 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +18

Efficient Out-of-Distribution Detection Using Latent Space of <i>β</i> -VAE for Cyber-Physical Systems

Shreyas Ramakrishna, Zahra Rahiminasab, Gábor Karsai et al. · ACM Transactions on Cyber-Physical Systems · 2022 · 23 citations

Multiple Instance Learning, Engineering, Machine Learning +19

Out-of-Distribution Detection in Multi-Label Datasets using Latent Space of β-VAE

Vijaya Kumar Sundar, Shreyas Ramakrishna, Zahra Rahiminasab et al. · 2020 · 22 citations · Full text

Engineering, Machine Learning, Autoencoders +21

ANTI-CARLA: An Adversarial Testing Framework for Autonomous Vehicles in CARLA

Shreyas Ramakrishna, Baiting Luo, Christopher B. Kuhn et al. · 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC) · 2022 · 19 citations

Artificial Intelligence, Engineering, Machine Learning +18

Risk-Aware Scene Sampling for Dynamic Assurance of Autonomous Systems

Shreyas Ramakrishna, Baiting Luo, Yogesh Barve et al. · 2022 · 10 citations