Search Results for author: David D. Nguyen

Found 5 papers, 1 papers with code

Contextual Chart Generation for Cyber Deception

no code implementations7 Apr 2024 David D. Nguyen, David Liebowitz, Surya Nepal, Salil S. Kanhere, Sharif Abuadbba

Honeyfiles are a type of honeypot that mimic real, sensitive documents, creating the illusion of the presence of valuable data.

Data Interaction Image Generation +1

Multiple Hypothesis Dropout: Estimating the Parameters of Multi-Modal Output Distributions

1 code implementation18 Dec 2023 David D. Nguyen, David Liebowitz, Surya Nepal, Salil S. Kanhere

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.

Multiple-choice Pedestrian Trajectory Prediction +1

Masked Vector Quantization

no code implementations16 Jan 2023 David D. Nguyen, David Leibowitz, Surya Nepal, Salil S. Kanhere

Generative models with discrete latent representations have recently demonstrated an impressive ability to learn complex high-dimensional data distributions.

Quantization

Diverse Multimedia Layout Generation with Multi Choice Learning

no code implementations16 Jan 2023 David D. Nguyen, Surya Nepal, Salil S. Kanhere

In the above example, this would form an unacceptable layout with a logo in the centre.

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