Isaac A. Corley

11 papers A* 1Journal 8Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Advancing Earth Observation Through Machine Learning: A TorchGeo Tutorial. CoRR Caleb Robinson, Nils Lehmann, Adam J. Stewart, Burak Ekim, Heng Fang, Isaac A. Corley, Mauricio Cordeiro
2025	J	`jnl`	TorchGeo: Deep Learning With Geospatial Data. ACM Trans. Spatial Algorithms Syst. Adam J. Stewart, Caleb Robinson, Isaac A. Corley, Anthony Ortiz, Juan M. Lavista Ferres, Arindam Banerjee
2023	J	`jnl`	Revisiting pre-trained remote sensing model benchmarks: resizing and normalization matters. CoRR Isaac A. Corley, Caleb Robinson, Rahul Dodhia, Juan M. Lavista Ferres, Peyman Najafirad
2023	A*	`conf`	SSL4EO-L: Datasets and Foundation Models for Landsat Imagery. NeurIPS Adam J. Stewart, Nils Lehmann, Isaac A. Corley, Yi Wang, Yi-Chia Chang, Nassim Ait Ali Braham, Shradha Sehgal, Caleb Robinson, Arindam Banerjee
2023	J	`jnl`	SSL4EO-L: Datasets and Foundation Models for Landsat Imagery. CoRR Adam J. Stewart, Nils Lehmann, Isaac A. Corley, Yi Wang, Yi-Chia Chang, Nassim Ait Ali Braham, Shradha Sehgal, Caleb Robinson, Arindam Banerjee
2023	J	`jnl`	ZRG: A High Resolution 3D Residential Rooftop Geometry Dataset for Machine Learning. CoRR Isaac A. Corley, Jonathan Lwowski, Peyman Najafirad
2022	—	`conf`	TorchGeo: deep learning with geospatial data. SIGSPATIAL/GIS Adam J. Stewart, Caleb Robinson, Isaac A. Corley, Anthony Ortiz, Juan M. Lavista Ferres, Arindam Banerjee
2021	J	`jnl`	TorchGeo: deep learning with geospatial data. CoRR Adam J. Stewart, Caleb Robinson, Isaac A. Corley, Anthony Ortiz, Juan M. Lavista Ferres, Arindam Banerjee
2019	J	`jnl`	Destruction of Image Steganography using Generative Adversarial Networks. CoRR Isaac A. Corley, Jonathan Lwowski, Justin Hoffman
2019	J	`jnl`	DomainGAN: Generating Adversarial Examples to Attack Domain Generation Algorithm Classifiers. CoRR Isaac A. Corley, Jonathan Lwowski, Justin Hoffman
2018	—	`conf`	Deep EEG super-resolution: Upsampling EEG spatial resolution with Generative Adversarial Networks. BHI Isaac A. Corley, Yufei Huang