Edward Humes

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Pruning Methods

Energy Efficiency

Multi Core Architecture

Data Dissemination

Top Venues

Publications

Uttej Kallakuri, Edward Humes, Tinoosh Mohsenin
Resource-Aware Saliency-Guided Differentiable Pruning for Deep Neural Networks. ACM Great Lakes Symposium on VLSI (2024)
Edward Humes, Mozhgan Navardi, Tinoosh Mohsenin
Squeezed Edge YOLO: Onboard Object Detection on Edge Devices. CoRR (2023)
Mozhgan Navardi, Edward Humes, Tejaswini Manjunath, Tinoosh Mohsenin
MetaE2RL: Toward Meta-Reasoning for Energy-Efficient Multigoal Reinforcement Learning With Squeezed-Edge You Only Look Once. IEEE Micro 43 (6) (2023)
Mozhgan Navardi, Aidin Shiri, Edward Humes, Nicholas R. Waytowich, Tinoosh Mohsenin
An Optimization Framework for Efficient Vision-Based Autonomous Drone Navigation. AICAS (2022)
Mozhgan Navardi, Edward Humes, Tinoosh Mohsenin
E2EdgeAI: Energy-Efficient Edge Computing for Deployment of Vision-Based DNNs on Autonomous Tiny Drones. SEC (2022)