Jacobs, Nathan

58 publications

AAAI 2025 Active Geospatial Search for Efficient Tenant Eviction Outreach Anindya Sarkar, Alex DiChristofano, Sanmay Das, Patrick J. Fowler, Nathan Jacobs, Yevgeniy Vorobeychik

CVPR 2025 ConText-CIR: Learning from Concepts in Text for Composed Image Retrieval Eric Xing, Pranavi Kolouju, Robert Pless, Abby Stylianou, Nathan Jacobs

CVPRW 2025 DeclutterNeRF: Generative-Free 3D Scene Recovery for Occlusion Removal Wanzhou Liu, Zhexiao Xiong, Xinyu Li, Nathan Jacobs

AAAI 2025 Fields of the World: A Machine Learning Benchmark Dataset for Global Agricultural Field Boundary Segmentation Hannah Kerner, Snehal Chaudhari, Aninda Ghosh, Caleb Robinson, Adeel Ahmad, Eddie Choi, Nathan Jacobs, Chris Holmes, Matthias Mohr, Rahul Dodhia, Juan M. Lavista Ferres, Jennifer Marcus

ICCV 2025 Global and Local Entailment Learning for Natural World Imagery Srikumar Sastry, Aayush Dhakal, Eric Xing, Subash Khanal, Nathan Jacobs

CVPRW 2025 Good4cir: Generating Detailed Synthetic Captions for Composed Image Retrieval Pranavi Kolouju, Eric Xing, Robert Pless, Nathan Jacobs, Abby Stylianou

TMLR 2025 Mixed-View Panorama Synthesis Using Geospatially Guided Diffusion Zhexiao Xiong, Xin Xing, Scott Workman, Subash Khanal, Nathan Jacobs

CVPRW 2025 PanoDreamer: Consistent Text to 360-Degree Scene Generation Zhexiao Xiong, Zhang Chen, Zhong Li, Yi Xu, Nathan Jacobs

NeurIPS 2025 QuARI: Query Adaptive Retrieval Improvement Eric Xing, Abby Stylianou, Robert Pless, Nathan Jacobs

CVPR 2025 RANGE: Retrieval Augmented Neural Fields for Multi-Resolution Geo-Embeddings Aayush Dhakal, Srikumar Sastry, Subash Khanal, Adeel Ahmad, Eric Xing, Nathan Jacobs

WACV 2025 TaxaBind: A Unified Embedding Space for Ecological Applications Srikumar Sastry, Subash Khanal, Aayush Dhakal, Adeel Ahmad, Nathan Jacobs

ICCV 2025 Towards Open-World Generation of Stereo Images and Unsupervised Matching Feng Qiao, Zhexiao Xiong, Eric Xing, Nathan Jacobs

WACV 2024 A Visual Active Search Framework for Geospatial Exploration Anindya Sarkar, Michael Lanier, Scott Alfeld, Jiarui Feng, Roman Garnett, Nathan Jacobs, Yevgeniy Vorobeychik

WACV 2024 ArcGeo: Localizing Limited Field-of-View Images Using Cross-View Matching Maxim Shugaev, Ilya Semenov, Kyle Ashley, Michael Klaczynski, Naresh Cuntoor, Mun Wai Lee, Nathan Jacobs

WACV 2024 BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and Mapping Srikumar Sastry, Subash Khanal, Aayush Dhakal, Di Huang, Nathan Jacobs

ECCV 2024 FroSSL: Frobenius Norm Minimization for Efficient Multiview Self-Supervised Learning Oscar Skean, Aayush Dhakal, Nathan Jacobs, Luis G Sanchez Giraldo

NeurIPS 2024 GOMAA-Geo: GOal Modality Agnostic Active Geo-Localization Anindya Sarkar, Srikumar Sastry, Aleksis Pirinen, Chongjie Zhang, Nathan Jacobs, Yevgeniy Vorobeychik

CVPRW 2024 GeoSynth: Contextually-Aware High-Resolution Satellite Image Synthesis Srikumar Sastry, Subash Khanal, Aayush Dhakal, Nathan Jacobs

CVPRW 2024 Sat2Cap: Mapping Fine-Grained Textual Descriptions from Satellite Images Aayush Dhakal, Adeel Ahmad, Subash Khanal, Srikumar Sastry, Hannah Kerner, Nathan Jacobs

CVPRW 2024 Vision-Language Pseudo-Labels for Single-Positive Multi-Label Learning Xin Xing, Zhexiao Xiong, Abby Stylianou, Srikumar Sastry, Liyu Gong, Nathan Jacobs

WACV 2024 WATCH: Wide-Area Terrestrial Change Hypercube Connor Greenwell, Jon Crall, Matthew Purri, Kristin Dana, Nathan Jacobs, Armin Hadzic, Scott Workman, Matt Leotta

NeurIPS 2023 A Partially-Supervised Reinforcement Learning Framework for Visual Active Search Anindya Sarkar, Nathan Jacobs, Yevgeniy Vorobeychik

WACV 2022 A Structure-Aware Method for Direct Pose Estimation Hunter Blanton, Scott Workman, Nathan Jacobs

CVPR 2022 Revisiting Near/Remote Sensing with Geospatial Attention Scott Workman, M. Usman Rafique, Hunter Blanton, Nathan Jacobs

CVPRW 2021 Unifying Guided and Unguided Outdoor Image Synthesis Muhammad Usman Rafique, Yu Zhang, Benjamin Brodie, Nathan Jacobs

ECCVW 2020 Dynamic Image for 3D MRI Image Alzheimer's Disease Classification Xin Xing, Gongbo Liang, Hunter Blanton, Muhammad Usman Rafique, Chris Wang, Ai-Ling Lin, Nathan Jacobs

CVPRW 2020 Extending Absolute Pose Regression to Multiple Scenes Hunter Blanton, Connor Greenwell, Scott Workman, Nathan Jacobs

CVPRW 2020 RasterNet: Modeling Free-Flow Speed Using LiDAR and Overhead Imagery Armin Hadzic, Hunter Blanton, Weilian Song, Mei Chen, Scott Workman, Nathan Jacobs

WACV 2019 A Generative Model of Worldwide Facial Appearance Zachary Bessinger, Nathan Jacobs

CVPRW 2019 Weakly Supervised Fusion of Multiple Overhead Images Muhammad Usman Rafique, Hunter Blanton, Nathan Jacobs

CVPRW 2018 A Multimodal Approach to Mapping Soundscapes Tawfiq Salem, Menghua Zhai, Scott Workman, Nathan Jacobs

WACV 2018 FARSA: Fully Automated Roadway Safety Assessment Weilian Song, Scott Workman, Armin Hadzic, Xu Zhang, Eric Green, Mei Chen, Reginald R. Souleyrette, Nathan Jacobs

ECCV 2018 Learning to Look Around Objects for Top-View Representations of Outdoor Scenes Samuel Schulter, Menghua Zhai, Nathan Jacobs, Manmohan Chandraker

ICCV 2017 A Unified Model for near and Remote Sensing Scott Workman, Menghua Zhai, David J. Crandall, Nathan Jacobs

CVPR 2017 Predicting Ground-Level Scene Layout from Aerial Imagery Menghua Zhai, Zachary Bessinger, Scott Workman, Nathan Jacobs

ICCV 2017 Revisiting IM2GPS in the Deep Learning Era Nam Vo, Nathan Jacobs, James Hays

ICCV 2017 Understanding and Mapping Natural Beauty Scott Workman, Richard Souvenir, Nathan Jacobs

WACV 2016 A Fast Method for Estimating Transient Scene Attributes Ryan Baltenberger, Menghua Zhai, Connor Greenwell, Scott Workman, Nathan Jacobs

WACV 2016 Analyzing Human Appearance as a Cue for Dating Images Tawfiq Salem, Scott Workman, Menghua Zhai, Nathan Jacobs

CVPR 2016 Detecting Vanishing Points Using Global Image Context in a Non-Manhattan World Menghua Zhai, Scott Workman, Nathan Jacobs

WACV 2016 Sky Segmentation in the Wild: An Empirical Study Radu Paul Mihail, Scott Workman, Zach Bessinger, Nathan Jacobs

ICCV 2015 Building Dynamic Cloud Maps from the Ground up Calvin Murdock, Nathan Jacobs, Robert Pless

CVPRW 2015 On the Location Dependence of Convolutional Neural Network Features Scott Workman, Nathan Jacobs

ICCV 2015 Wide-Area Image Geolocalization with Aerial Reference Imagery Scott Workman, Richard Souvenir, Nathan Jacobs

WACV 2014 A CRF Approach to Fitting a Generalized Hand Skeleton Model Radu Paul Mihail, Gustav Blomquist, Nathan Jacobs

ECCV 2014 A Pot of Gold: Rainbows as a Calibration Cue Scott Workman, Radu Paul Mihail, Nathan Jacobs

WACV 2014 Estimating Cloudmaps from Outdoor Image Sequences Nathan Jacobs, Joshua King, Daniel Bowers, Richard Souvenir

WACV 2014 Exploring the Geo-Dependence of Human Face Appearance Mohammad T. Islam, Scott Workman, Hui Wu, Nathan Jacobs, Richard Souvenir

CVPR 2013 Cloud Motion as a Calibration Cue Nathan Jacobs, Mohammad T. Islam, Scott Workman

WACV 2013 Webcam2Satellite: Estimating Cloud Maps from Webcam Imagery Calvin Murdock, Nathan Jacobs, Robert Pless

WACV 2012 LOST: Longterm Observation of Scenes (with Tracks) Austin Abrams, Jim Tucek, Joshua Little, Nathan Jacobs, Robert Pless

CVPR 2011 On Analyzing Video with Very Small Motions Michael Dixon, Austin Abrams, Nathan Jacobs, Robert Pless

CVPR 2010 Using Cloud Shadows to Infer Scene Structure and Camera Calibration Nathan Jacobs, Brian Bies, Robert Pless

CVPRW 2009 Adventures in Archiving and Using Three Years of Webcam Images Nathan Jacobs, Walker Burgin, Robert Speyer, D. Ross, Robert Pless

ICCVW 2009 Efficient Tracking of Many Objects in Structured Environments Nathan Jacobs, Michael Dixon, Scott Satkin, Robert Pless

CVPR 2007 Consistent Temporal Variations in Many Outdoor Scenes Nathan Jacobs, Nathaniel Roman, Robert Pless

ICCV 2007 Geolocating Static Cameras Nathan Jacobs, Scott Satkin, Nathaniel Roman, Robert Speyer, Robert Pless

CVPRW 2006 Finding Minimal Parameterizations of Cylindrical Image Manifolds Michael Dixon, Nathan Jacobs, Robert Pless