2 papers
cs.LG2021
Efficient Out-of-Distribution Detection Using Latent Space of -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…
cs.CV2020
Out-of-Distribution Detection in Multi-Label Datasets using Latent Space of -VAE
Vijaya Kumar Sundar, Shreyas Ramakrishna, Zahra Rahiminasab +2
Learning Enabled Components (LECs) are widely being used in a variety of perception based autonomy tasks like image segmentation, object detection, end-to-end driving, etc. These c…