1 citations · 1 across the 4 of their papers we have counts for
4 papers
EncodeNet: A Framework for Boosting DNN Accuracy with Entropy-driven Generalized Converting Autoencoder
Hasanul Mahmud, Kevin Desai, Palden Lama +1
Image classification is a fundamental task in computer vision, and the quest to enhance DNN accuracy without inflating model size or latency remains a pressing concern. We make a c…
A Survey on 3D Egocentric Human Pose Estimation
Md Mushfiqur Azam, Kevin Desai
Egocentric human pose estimation aims to estimate human body poses and develop body representations from a first-person camera perspective. It has gained vast popularity in recent…
A Converting Autoencoder Toward Low-latency and Energy-efficient DNN Inference at the Edge
Hasanul Mahmud, Peng Kang, Kevin Desai +2
Reducing inference time and energy usage while maintaining prediction accuracy has become a significant concern for deep neural networks (DNN) inference on resource-constrained edg…
Assessment HTN (A-HTN) for Automated Task Performance Assessment in 3D Serious Games
Kevin Desai, Omeed Ashtiani, Balakrishnan Prabhakaran
In the recent years, various 3D mixed reality serious games have been developed for different applications such as physical training, rehabilitation, and education. Task performanc…