Edward Humes

According to our database, Edward Humes authored at least 5 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Resource-Aware Saliency-Guided Differentiable Pruning for Deep Neural Networks.

Uttej Kallakuri, Edward Humes, Tinoosh Mohsenin

Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

2023

MetaE2RL: Toward Meta-Reasoning for Energy-Efficient Multigoal Reinforcement Learning With Squeezed-Edge You Only Look Once.

Mozhgan Navardi, Edward Humes, Tejaswini Manjunath, Tinoosh Mohsenin

IEEE Micro, 2023

Squeezed Edge YOLO: Onboard Object Detection on Edge Devices.

Edward Humes, Mozhgan Navardi, Tinoosh Mohsenin

CoRR, 2023

2022

E2EdgeAI: Energy-Efficient Edge Computing for Deployment of Vision-Based DNNs on Autonomous Tiny Drones.

Mozhgan Navardi, Edward Humes, Tinoosh Mohsenin

Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, 2022

An Optimization Framework for Efficient Vision-Based Autonomous Drone Navigation.

Mozhgan Navardi, Aidin Shiri, Edward Humes, Nicholas R. Waytowich, Tinoosh Mohsenin

Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022