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Edward Steven Humes
PhD student, Computer Science, Johns Hopkins University
Joined
October 2023
Names
Edward Steven Humes
(Preferred)
,
Edward Humes
Emails
****@jhu.edu
(Confirmed)
Personal Links
Google Scholar
DBLP
Career & Education History
PhD student
Computer Science,
Johns Hopkins University
(jhu.edu)
2025
–
Present
MS student
Computer Science,
University of Maryland, Baltimore County
(umbc.edu)
2023
–
2025
Undergrad student
Computer Science,
University of Maryland, Baltimore County
(umbc.edu)
2019
–
2023
Advisors, Relations & Conflicts
PhD Advisor
Tinoosh Mohsenin
2021
–
Present
Expertise
machine learning
Present
embedded computing
Present
image segmentation
Present
domain adaptation
Present
Publications
Enabling On-Device Medical AI Assistants via Input-Driven Saliency Adaptation
Uttej Kallakurik
,
Edward Humes
,
Rithvik Jonna
,
Xiaomin Lin
,
Tinoosh Mohsenin
CoRR 2025
Readers:
Everyone
RAFT: Robust Augmentation of FeaTures for Image Segmentation
Edward Humes
,
Xiaomin Lin
,
Uttej Kallakuri
,
Tinoosh Mohsenin
CoRR 2025
Readers:
Everyone
RAFT: Robust Augmentation of FeaTures for Image Segmentation
Edward Steven Humes
,
Xiaomin Lin
,
Utteja Kallakuri
,
Tinoosh Mohsenin
SynData4CV
Readers:
Everyone
E2AR: An Energy-Efficient Augmented Reality Framework for Collaborative Multi-Drone Systems
Mozhgan Navardi
,
Edward Humes
,
Tinoosh Mohsenin
SEC 2025
Readers:
Everyone
Invited Paper: BitMedViT: Ternary-Quantized Vision Transformer for Medical AI Assistants on the Edge
Mikolaj Walczak
,
Uttej Kallakuri
,
Edward Humes
,
Xiaomin Lin
,
Tinoosh Mohsenin
ICCAD 2025
Readers:
Everyone
MetaTinyML: End-to-End Metareasoning Framework for TinyML Platforms
Mozhgan Navardi
,
Edward Humes
,
Tinoosh Mohsenin
IEEE Embed. Syst. Lett. 2024
Readers:
Everyone
Resource-Aware Saliency-Guided Differentiable Pruning for Deep Neural Networks
Uttej Kallakuri
,
Edward Humes
,
Tinoosh Mohsenin
ACM Great Lakes Symposium on VLSI 2024
Readers:
Everyone
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
Readers:
Everyone
Squeezed Edge YOLO: Onboard Object Detection on Edge Devices
Edward Steven Humes
,
Mozhgan Navardi
,
Tinoosh Mohsenin
MLNCP Poster
Readers:
Everyone
Squeezed Edge YOLO: Onboard Object Detection on Edge Devices
Edward Humes
,
Mozhgan Navardi
,
Tinoosh Mohsenin
CoRR 2023
Readers:
Everyone
View all 12 publications
Co-Authors
Aidin Shiri
Mikolaj Walczak
Mozhgan Navardi
Nicholas R. Waytowich
Rithvik Jonna
Tejaswini Manjunath
Tinoosh Mohsenin
Uttej Kallakuri
Uttej Kallakurik
Utteja Kallakuri
Xiaomin Lin