Abhishek Dubey

activity

20202022

most citedOut-of-Distribution Detection in Multi-Label Datasets using Latent Space of

β

-VAE

1 citations · 1 across the 3 of their papers we have counts for

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cs.LG2022

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

Shreyas Ramakrishna, Baiting Luo, Christopher Kuhn +2

Despite recent advances in autonomous driving systems, accidents such as the fatal Uber crash in 2018 show these systems are still susceptible to edge cases. Such systems must be t…

cs.LG2021

Efficient Out-of-Distribution Detection Using Latent Space of $β$ -VAE for Cyber-Physical Systems

Shreyas Ramakrishna, Zahra Rahiminasab, Gabor Karsai +2

Deep Neural Networks are actively being used in the design of autonomous Cyber-Physical Systems (CPSs). The advantage of these models is their ability to handle high-dimensional st…

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

Efficient Out-of-Distribution Detection Using Latent Space of β-VAE for Cyber-Physical Systems

Efficient Out-of-Distribution Detection Using Latent Space of $β$ -VAE for Cyber-Physical Systems