12 citations · 25 across the 7 of their papers we have counts for
3 papers · 1 filter
Contextual Chart Generation for Cyber Deception
David D. Nguyen, David Liebowitz, Surya Nepal +2
Honeyfiles are security assets designed to attract and detect intruders on compromised systems. Honeyfiles are a type of honeypot that mimic real, sensitive documents, creating the…
Multiple Hypothesis Dropout: Estimating the Parameters of Multi-Modal Output Distributions
David D. Nguyen, David Liebowitz, Surya Nepal +1
In many real-world applications, from robotics to pedestrian trajectory prediction, there is a need to predict multiple real-valued outputs to represent several potential scenarios…
Masked Vector Quantization
David D. Nguyen, David Leibowitz, Surya Nepal +1
Generative models with discrete latent representations have recently demonstrated an impressive ability to learn complex high-dimensional data distributions. However, their perform…