Edward Humes

According to our database, Edward Humes authored at least 11 papers between 2022 and 2026.

Collaborative distances:

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

2026

SatReg: Regression-based Neural Architecture Search for Lightweight Satellite Image Segmentation.

Edward Humes, Tinoosh Mohsenin

CoRR, April, 2026

2025

Enabling On-Device Medical AI Assistants via Input-Driven Saliency Adaptation.

Uttej Kallakurik, Edward Humes, Rithvik Jonna, Xiaomin Lin, Tinoosh Mohsenin

CoRR, June, 2025

RAFT: Robust Augmentation of FeaTures for Image Segmentation.

Edward Humes, Xiaomin Lin, Uttej Kallakuri, Tinoosh Mohsenin

CoRR, May, 2025

E2AR: An Energy-Efficient Augmented Reality Framework for Collaborative Multi-Drone Systems.

Mozhgan Navardi, Edward Humes, Tinoosh Mohsenin

Proceedings of the Tenth ACM/IEEE Symposium on Edge Computing, 2025

Invited Paper: BitMedViT: Ternary-Quantized Vision Transformer for Medical AI Assistants on the Edge.

Mikolaj Walczak, Uttej Kallakuri, Edward Humes, Xiaomin Lin, Tinoosh Mohsenin

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2025

2024

MetaTinyML: End-to-End Metareasoning Framework for TinyML Platforms.

Mozhgan Navardi, Edward Humes, Tinoosh Mohsenin

IEEE Embed. Syst. Lett., December, 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