Nathan Jacobs
University of Kentucky
H-index: 28
North America-United States
Top articles of Nathan Jacobs
Geospatial Active Search for Preventing Evictions
2024/5/6
Enhancing global estimation of fine particulate matter concentrations by including geophysical a priori information in deep learning
ACS ES&T Air
2024/3/27
Learning Interpretable Policies in Hindsight-Observable POMDPs through Partially Supervised Reinforcement Learning
arXiv preprint arXiv:2402.09290
2024/2/14
WATCH: Wide-Area Terrestrial Change Hypercube
2024
ArcGeo: Localizing Limited Field-of-View Images using Cross-view Matching
2024/1
BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and Mapping
2024/1/5
A Visual Active Search Framework for Geospatial Exploration
arXiv preprint arXiv:2211.15788
2022/11/28
GeoSynth: Contextually-Aware High-Resolution Satellite Image Synthesis
arXiv preprint arXiv:2404.06637
2024/4/9
Srikumar Sastry
H-Index: 1
Nathan Jacobs
H-Index: 18
Vision-Language Pseudo-Labels for Single-Positive Multi-Label Learning
2024/6/20
Sat2Cap: Mapping Fine-Grained Textual Descriptions from Satellite Images
2024/6/20
LD-SDM: Language-Driven Hierarchical Species Distribution Modeling
arXiv preprint arXiv:2312.08334
2023/12/13
A Partially-Supervised Reinforcement Learning Framework for Visual Active Search
2023/12
Learning Tri-modal Embeddings for Zero-Shot Soundscape Mapping
2023/11/18
Srikumar Sastry
H-Index: 1
Nathan Jacobs
H-Index: 18
StereoFlowGAN: Co-training for Stereo and Flow with Unsupervised Domain Adaptation
arXiv preprint arXiv:2309.01842
2023/9/4
Unveiling Roadway Hazards: Enhancing Fatal Crash Risk Estimation Through Multiscale Satellite Imagery and Self-Supervised Cross-Matching
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2023/11/9
Xin Xing
H-Index: 3
Nathan Jacobs
H-Index: 18
FroSSL: Frobenius Norm Minimization for Self-Supervised Learning
arXiv preprint arXiv:2310.02903
2023/10/4
Nathan Jacobs
H-Index: 18
Eroding Trust in Aerial Imagery: Comprehensive Analysis and Evaluation of Adversarial Attacks in Geospatial Systems
2023/9/27
Nathan Jacobs
H-Index: 18
Yevgeniy Vorobeychik
H-Index: 29
Self-supervised learning application on COVID-19 chest X-ray image classification using masked autoencoder
Bioengineering
2023/7/29
Task Agnostic Cost Prediction Module for Semantic Labeling in Active Learning
2023/7/16
Srikumar Sastry
H-Index: 1
Nathan Jacobs
H-Index: 18
Mariana Belgiu
H-Index: 14
Raian Vargas Maretto
H-Index: 4
CrossSeg: Cross-Scene Few-Shot Aerial Segmentation Using Probabilistic Prototypes
2023/7
Yu Zhang
H-Index: 13
Nathan Jacobs
H-Index: 18
Co-Authors
