Skip to main content

Jordan Milton Malof

Adjunct Assistant Professor in the Department of Electrical and Computer Engineering
Electrical and Computer Engineering

Overview


I work with domain experts across different fields to solve challenging real-world problems through the application or development of advanced signal processing, computer vision, machine learning (especially deep learning) methods to real-world problems.  Recently, my work has spanned topics such as remote sensing, energy systems, and materials science.   My work has recently been featured in premiere machine learning conferences (e.g., NeurIps, ICLR) and computer vision conferences (e.g., WACV).

Current Appointments & Affiliations


Adjunct Assistant Professor in the Department of Electrical and Computer Engineering · 2022 - Present Electrical and Computer Engineering, Pratt School of Engineering

Recent Publications


Randomized Histogram Matching: A Simple Augmentation for Unsupervised Domain Adaptation in Overhead Imagery

Journal Article IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · January 1, 2024 Modern deep neural networks (DNNs) are highly accurate on many recognition tasks for overhead (e.g., satellite) imagery. However, visual domain shifts (e.g., statistical changes due to geography, sensor, or atmospheric conditions) remain a challenge, causi ... Full text Cite

Self-Supervised Encoders Are Better Transfer Learners in Remote Sensing Applications

Journal Article Remote Sensing · November 1, 2022 Transfer learning has been shown to be an effective method for achieving high-performance models when applying deep learning to remote sensing data. Recent research has demonstrated that representations learned through self-supervision transfer better than ... Full text Cite
View All Publications

Recent Grants


Estimating Onsite Building Emissions

ResearchCo Investigator · Awarded by WattTime · 2022 - 2024

Deep Context-aware Discriminative Learning for Buried Threat Detection: single sensor processing and multi-sensor fusion

ResearchCo-Principal Investigator · Awarded by Army Research Office · 2017 - 2022

Estimating solar PV locations and capacity in San Diego, CA

ResearchCo-Principal Investigator · Awarded by Ernest Orlando Lawrence Berkeley National Laboratory · 2019 - 2021

View All Grants

Education, Training & Certifications


Duke University · 2015 Ph.D.