Core-set Selection for Data-Efficient Land Cover Segmentation Cited on Scholar
IEEE Access · 2026
Publications
Grouped by year, newest first. For live citation counts and any items I’ve missed here, see my Google Scholar profile. Click any title to open the paper.
Selected Publications
- TorchGeo: Deep Learning with Geospatial Data ACM TSAS · 2025
- AI-Enabled Screening for Retinopathy of Prematurity in Low-Resource Settings JAMA Network Open · 2025
- Global Renewables Watch: A Temporal Dataset of Solar and Wind Energy from Satellite Imagery arXiv · 2025
- An Artificial Intelligence Dataset for Solar Energy Locations in India Nature Scientific Data · 2022
- Effective Deep Learning Approaches for Predicting COVID-19 Outcomes from Chest CT Volumes Nature Scientific Reports · 2022
- Local Context Normalization: Revisiting Local Normalization CVPR · 2020
- Human-Machine Collaboration for Fast Land Cover Mapping AAAI · 2020
- Mining Self-Similarity: Label Super-Resolution with Epitomic Representations ECCV · 2020
All Publications
2026
2025
TorchGeo: Deep Learning with Geospatial Data Cited by 159
ACM Transactions on Spatial Algorithms and Systems · 2025
AI-Enabled Screening for Retinopathy of Prematurity in Low-Resource Settings Cited by 12
JAMA Network Open · 2025
Global Renewables Watch: A Temporal Dataset of Solar and Wind Energy Derived from Satellite Imagery Cited by 5
arXiv · 2025
Optimizing Cloud-to-GPU Throughput for Deep Learning with Earth Observation Data Cited on Scholar
arXiv · 2025
PGRID: Power Grid Reconstruction in Informal Developments Using High-Resolution Aerial Imagery Cited by 2
WACV · 2025
FLAVARS: A Multimodal Foundational Language and Vision Alignment Model for Remote Sensing Cited by 2
arXiv · 2025
Mapping Refugee Camps with AI: A Benchmark Dataset and Baseline Models for Humanitarian Applications Cited by 1
WACV Workshop on GeoCV · 2025
2024
Land Use and Europe’s Renewable Energy Transition: Identifying Low-Conflict Areas for Wind and Solar Development Cited by 41
Frontiers in Environmental Science · 2024
A Change Detection Reality Check Cited by 25
arXiv · 2024
Seeing the Roads through the Trees: A Benchmark for Modeling Spatial Dependencies with Aerial Imagery Cited by 5
arXiv · 2024
2023
Automatic Segmentation of Prostate Cancer Metastases in PSMA PET/CT Images Using Deep Neural Networks with Weighted Batch-wise Dice Loss Cited by 45
Computers in Biology and Medicine · 2023
A Biologist’s Guide to the Galaxy: Leveraging AI and Very High-Resolution Satellite Imagery to Monitor Marine Mammals from Space Cited by 34
Journal of Marine Science and Engineering · 2023
Rapid Building Damage Assessment Workflow: An Implementation for the 2023 Rolling Fork, Mississippi Tornado Event Cited by 12
ICCV Workshops · 2023
Turkey Earthquake & Building Damage Assessment Cited by 13
Microsoft Technical Report MSR-TR-2023-7 · 2023
Poverty Rate Prediction Using Multi-Modal Survey and Earth Observation Data Cited by 6
ACM SIGCAS/SIGCHI COMPASS · 2023
The Road to India’s Renewable Energy Transition Must Pass through Crowded Lands Cited by 11
Land · 2023
Mask Conditional Synthetic Satellite Imagery Cited by 3
arXiv · 2023
2022
An Artificial Intelligence Dataset for Solar Energy Locations in India Cited by 61
Scientific Data · 2022
Effective Deep Learning Approaches for Predicting COVID-19 Outcomes from Chest CT Volumes Cited by 41
Scientific Reports · 2022
Fast Building Segmentation from Satellite Imagery and Few Local Labels Cited by 31
CVPR Workshops · 2022
On the Deployment of Post-Disaster Building Damage Assessment Tools Using Satellite Imagery: A Deep Learning Approach Cited by 31
ICDM Workshops · 2022
Testing the Ability of Convolutional Neural Networks to Learn Radiomic Features Cited by 30
Computer Methods and Programs in Biomedicine · 2022
Deep Learning Models for COVID-19 Chest X-ray Classification: Preventing Shortcut Learning Using Feature Disentanglement Cited by 17
PLOS ONE · 2022
Mapping Glacial Lakes Using Historically Guided Segmentation Models Cited by 12
IEEE JSTARS · 2022
Optimizing Honey Traffic Using Game Theory and Adversarial Learning Cited by 6
Cyber Deception (Springer) · 2022
2021
Reducing Bias and Increasing Utility by Federated Generative Modeling of Medical Images Using a Centralized Adversary Cited by 47
GoodIT ’21 · 2021
Becoming Good at AI for Good Cited by 34
AAAI/ACM AI, Ethics, and Society (AIES) · 2021
Temporal Cluster Matching for Change Detection of Structures from Satellite Imagery Cited by 13
ACM SIGCAS COMPASS · 2021
Detecting Cattle and Elk in the Wild from Space Cited by 10
arXiv · 2021
From Local Algorithms to Global Results: Human–Machine Collaboration for Robust Analysis of Geographically Diverse Imagery Cited by 1
IEEE IGARSS · 2021
Unsupervised Background Removal by Dual-Modality PET/CT Guidance: Application to PSMA Imaging of Metastases Cited by 5
Workshop on Multimodal Learning for Clinical Decision Support · 2021
Object Detection in Rural Roads through SSD and YOLO Framework Cited by 21
WorldCIST · 2021
2020
Deep Learning Framework for Vehicle and Pedestrian Detection in Rural Roads on an Embedded GPU Cited by 112
Electronics · 2020
Local Context Normalization: Revisiting Local Normalization Cited by 40
CVPR · 2020
Human-Machine Collaboration for Fast Land Cover Mapping Cited by 27
AAAI · 2020
Machine Learning for Glacier Monitoring in the Hindu Kush Himalaya Cited by 22
NeurIPS Climate Change AI Workshop · 2020
Mining Self-Similarity: Label Super-Resolution with Epitomic Representations Cited by 18
ECCV · 2020
A Realistic Approach for Network Traffic Obfuscation Using Adversarial Machine Learning Cited by 11
GameSec · 2020
Object Detection in Rural Roads Using TensorFlow API Cited by 11
ICDTI · 2020
Deep Learning for Overhead Imagery: Algorithms and Applications Cited on Scholar
Ph.D. Dissertation, The University of Texas at El Paso · 2020
2019
An Empirical Study of Batch Normalization and Group Normalization in Conditional Computation Cited by 17
arXiv · 2019
Interpreting Black-Box Semantic Segmentation Models in Remote Sensing Applications Cited by 17
Machine Learning Methods in Visualisation for Big Data · 2019
An Approach of Virtual Reality Environment for Technicians Training in Upstream Sector Cited by 6
IFAC ACE · 2019
2018
On the Defense Against Adversarial Examples Beyond the Visible Spectrum Cited by 16
IEEE MILCOM · 2018
Integrated Learning and Feature Selection for Deep Neural Networks in Multispectral Images Cited by 13
CVPR Workshops · 2018
Spectral-Elevation Data Registration Using Visible-SWIR Spatial Correspondence Cited by 2
SPIE Defense + Security · 2018
3D Terrain Segmentation in the SWIR Spectrum Cited on Scholar
IEEE WHISPERS · 2018