Get started
Author

Isaac Corley

Deep EEG super-resolution: Upsampling EEG spatial resolution with Generative Adversarial Networks
2018 · Isaac A. Corley, Yufei Huang · IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) · 96
PDF
TorchGeo
2022 · Adam J. Stewart, Caleb Robinson, et al. · ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (SIGSPATIAL GIS) · 80
TorchGeo: Deep Learning With Geospatial Data
2024 · Adam J. Stewart, Caleb Robinson, et al. · ACM Transactions on Spatial Algorithms and Systems · 52
Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters
2024 · Isaac Corley, Caleb Robinson, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 39
PDF
SSL4EO-L: Datasets and Foundation Models for Landsat Imagery
2023 · Adam Stewart, Nils Lehmann, et al. · neural information processing systems · 35
PDF
Depth Any Canopy: Leveraging Depth Foundation Models for Canopy Height Estimation
2025 · Daniele Rege Cambrin, Isaac Corley, et al. · Lecture notes in computer science · 24
PDF
A Change Detection Reality Check
2024 · Corley, Isaac, Robinson, Caleb, et al. · arXiv (Cornell University) · 24
PDF
Destruction of Image Steganography using Generative Adversarial Networks
2019 · Corley, Isaac, Lwowski, Jonathan, et al. · arXiv (Cornell University) · 21
PDF
No One Knows the State of the Art in Geospatial Foundation Models
2026 · Corley, Isaac, Lehmann, Nils, et al. · arXiv (Cornell University) · 15
PDF
DomainGAN: Generating Adversarial Examples to Attack Domain Generation Algorithm Classifiers
2019 · Corley, Isaac, Lwowski, Jonathan, et al. · arXiv (Cornell University) · 15
PDF
Earth Embeddings as Products: Taxonomy, Ecosystem, and Standardized Access
2026 · Heng Fang, Adam J. Stewart, et al. · IEEE International Geoscience and Remote Sensing Symposium (IGARSS) · 11
PDF
Aerial Infrared Health Monitoring of Solar Photovoltaic Farms at Scale
2025 · Isaac Corley, Conor Wallace, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 8
PDF
Supervising Remote Sensing Change Detection Models With 3d Surface Semantics
2022 · Isaac Corley, Peyman Najafirad · Proceedings - International Conference on Image Processing · 8
PDF
From Pixels to Patches: Pooling Strategies for Earth Embeddings
2026 · Corley, Isaac, Robinson, Caleb, et al. · arXiv (Cornell University) · 7
PDF
PRUE: A Practical Recipe for Field Boundary Segmentation at Scale
2026 · Muhawenayo, Gedeon, Robinson, Caleb, et al. · arXiv (Cornell University) · 6
PDF
The first global agricultural field boundary map at 10m resolution
2026 · Robinson, Caleb, Muhawenayo, Gedeon, et al. · arXiv (Cornell University) · 4
PDF
FLAVARS: A Multimodal Foundational Language and Vision Alignment Model for Remote Sensing
2025 · Corley, Isaac, Nsutezo, Simone Fobi, et al. · arXiv (Cornell University) · 4
PDF
ZRG: A Dataset for Multimodal 3D Residential Rooftop Understanding
2024 · Isaac Corley, Jonathan Lwowski, et al. · IEEE Winter Conference on Applications of Computer Vision · 4
PDF
Natural Disaster Analytics using High Resolution Satellite Images
2022 · Nihar Bendre, Neda Zand, et al. · World Automation Congress (WAC) · 4
Barely-Visible Surface Crack Detection for Wind Turbine Sustainability
2024 · Sourav Agrawal, Isaac Corley, et al. · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · 3
PDF
Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial imagery
2024 · Robinson, Caleb, Corley, Isaac, et al. · arXiv (Cornell University) · 3
PDF
Neural Steganalysis with Spatial Rich Models for Image Steganography Detection
2020 · Jonathan Lwowski, Isaac Corley, et al. · 3
Earth Embeddings
2026 · Stewart, Adam J., Fang, Heng, et al. · arXiv (Cornell University) · 2
PDF
Advancing Earth Observation Through Machine Learning: A TorchGeo Tutorial
2026 · Robinson, Caleb, Lehmann, Nils, et al. · arXiv (Cornell University) · 2
PDF
InspectVLM: Unified in Theory, Unreliable in Practice
2025 · Conor Wallace, Isaac Corley, et al. · IEEE International Conference on Computer Vision Workshops · 2
PDF
Works count: 35
Citation count: 476
H-index: 11
I10-index: 11
Year
Topic
Type