Shreyas Ramakrishna

1. Efficient Out-of-Distribution Detection Using Latent Space of β-VAE for Cyber-Physical Systems
   2021/08/26 by Shreyas Ramakrishna, Ramakrishna, Shreyas, Zahra Rahiminasab +7 · 6 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Fault Detection and Control Systems #Adversarial Robustness in Machine Learning
2. ANTI-CARLA: An Adversarial Testing Framework for Autonomous Vehicles in CARLA
   2022/07/19 by Shreyas Ramakrishna, Baiting Luo, Ramakrishna, Shreyas +7 · 3 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
3. Out-of-Distribution Detection in Multi-Label Datasets using Latent Space of β-VAE
   2020/03/10 by Vijaya Kumar Sundar, Shreyas Ramakrishna, Sundar, Vijaya Kumar +7 · 2 citations
   Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Text and Document Classification Technologies
4. Risk-Aware Scene Sampling for Dynamic Assurance of Autonomous Systems
   2022/02/28 by Shreyas Ramakrishna, Baiting Luo, Ramakrishna, Shreyas +7 · 1 citation
   Decision Sciences · Computer Science · #Simulation Techniques and Applications #Software Reliability and Analysis Research #Bayesian Modeling and Causal Inference