18 citations · 18 across the 3 of their papers we have counts for
3 papers
cs.AI2022
Deep Learning and Handheld Augmented Reality Based System for Optimal Data Collection in Fault Diagnostics Domain
Ryan Nguyen, Rahul Rai
Compared to current AI or robotic systems, humans navigate their environment with ease, making tasks such as data collection trivial. However, humans find it harder to model comple…
cs.AI2022★ 18 cited
Physics-Infused Fuzzy Generative Adversarial Network for Robust Failure Prognosis
Ryan Nguyen, Shubhendu Kumar Singh, Rahul Rai
Prognostics aid in the longevity of fielded systems or products. Quantifying the system's current health enable prognosis to enhance the operator's decision-making to preserve the…
cs.LG2021
Fuzzy Generative Adversarial Networks
Ryan Nguyen, Shubhendu Kumar Singh, Rahul Rai
Generative Adversarial Networks (GANs) are well-known tools for data generation and semi-supervised classification. GANs, with less labeled data, outperform Deep Neural Networks (D…