1 citations · 1 across the 4 of their papers we have counts for
4 papers
Uncertainty Makes It Stable: Curiosity-Driven Quantized Mixture-of-Experts
Sebastián Andrés Cajas Ordóñez, Luis Fernando Torres Torres, Mackenzie J. Meni +6
Deploying deep neural networks on resource-constrained devices faces two critical challenges: maintaining accuracy under aggressive quantization while ensuring predictable inferenc…
Validation of the MySurgeryRisk Algorithm for Predicting Complications and Death after Major Surgery: A Retrospective Multicenter Study Using OneFlorida Data Trust
Yuanfang Ren, Esra Adiyeke, Ziyuan Guan +6
Despite advances in surgical techniques and care, postoperative complications are prevalent and effects up to 15% of the patients who underwent a major surgery. The objective of th…
Taking a PEEK into YOLOv5 for Satellite Component Recognition via Entropy-based Visual Explanations
Mackenzie J. Meni, Trupti Mahendrakar, Olivia D. M. Raney +3
The escalating risk of collisions and the accumulation of space debris in Low Earth Orbit (LEO) has reached critical concern due to the ever increasing number of spacecraft. Addres…
Entropy-based Guidance of Deep Neural Networks for Accelerated Convergence and Improved Performance
Mackenzie J. Meni, Ryan T. White, Michael Mayo +1
Neural networks have dramatically increased our capacity to learn from large, high-dimensional datasets across innumerable disciplines. However, their decisions are not easily inte…