Nathan Jacobs
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
94
Venues
11
Active years
2006–2026
Best venue rank
A*
Where they publish
Papers
94 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | AAAI | Beta Distribution Learning for Reliable Roadway Crash Risk Assessment. | Ahmad Elallaf, Nathan Jacobs, Xinyue Ye, Mei Chen, Gongbo Liang |
| 2026 | WACV | VectorSynth: Fine-Grained Satellite Image Synthesis with Structured Semantics. | Daniel Cher, Brian Wei, Srikumar Sastry, Nathan Jacobs |
| 2026 | WACV | Towards Unconstrained Cross-View Pose Estimation. | Alexander Wollam, Kyle Ashley, Maxim Shugaev, Oliver Arend, Ilya Semenov, Hadis Dashtestani, Sumved Ravi, Nathan Jacobs |
| 2025 | AAAI | 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 |
| 2025 | AAAI | Active Geospatial Search for Efficient Tenant Eviction Outreach. | Anindya Sarkar, Alex DiChristofano, Sanmay Das, Patrick J. Fowler, Nathan Jacobs, Yevgeniy Vorobeychik |
| 2025 | CVPR | RANGE: Retrieval Augmented Neural Fields for Multi-Resolution Geo-Embeddings. | Aayush Dhakal, Srikumar Sastry, Subash Khanal, Adeel Ahmad, Eric Xing, Nathan Jacobs |
| 2025 | CVPR | good4cir: Generating Detailed Synthetic Captions for Composed Image Retrieval. | Pranavi Kolouju, Eric Xing, Robert Pless, Nathan Jacobs, Abby Stylianou |
| 2025 | CVPR | DeclutterNeRF: Generative-Free 3D Scene Recovery for Occlusion Removal. | Wanzhou Liu, Zhexiao Xiong, Xinyu Li, Nathan Jacobs |
| 2025 | CVPR | ConText-CIR: Learning from Concepts in Text for Composed Image Retrieval. | Eric Xing, Pranavi Kolouju, Robert Pless, Abby Stylianou, Nathan Jacobs |
| 2025 | CVPR | PanoDreamer: Consistent Text to 360-Degree Scene Generation. | Zhexiao Xiong, Zhang Chen, Zhong Li, Yi Xu, Nathan Jacobs |
| 2025 | ICCV | Towards Open-World Generation of Stereo Images and Unsupervised Matching. | Feng Qiao, Zhexiao Xiong, Eric Xing, Nathan Jacobs |
| 2025 | ICCV | Global and Local Entailment Learning for Natural World Imagery. | Srikumar Sastry, Aayush Dhakal, Eric Xing, Subash Khanal, Nathan Jacobs |
| 2025 | WACV | TaxaBind: A Unified Embedding Space for Ecological Applications. | Srikumar Sastry, Subash Khanal, Aayush Dhakal, Adeel Ahmad, Nathan Jacobs |
| 2024 | CVPR | Vision-Language Pseudo-Labels for Single-Positive Multi-Label Learning. | Xin Xing, Zhexiao Xiong, Abby Stylianou, Srikumar Sastry, Liyu Gong, Nathan Jacobs |
| 2024 | CVPR | Sat2Cap: Mapping Fine-Grained Textual Descriptions from Satellite Images. | Aayush Dhakal, Adeel Ahmad, Subash Khanal, Srikumar Sastry, Hannah Kerner, Nathan Jacobs |
| 2024 | CVPR | GeoSynth: Contextually-Aware High-Resolution Satellite Image Synthesis. | Srikumar Sastry, Subash Khanal, Aayush Dhakal, Nathan Jacobs |
| 2024 | ECCV | FroSSL: Frobenius Norm Minimization for Efficient Multiview Self-supervised Learning. | Oscar Skean, Aayush Dhakal, Nathan Jacobs, Luis Gonzalo Snchez Giraldo |
| 2024 | ICMLA | Learning Interpretable Policies in Hindsight-Observable POMDPs Through Partially Supervised Reinforcement Learning. | Michael Lanier, Ying Xu, Nathan Jacobs, Chongjie Zhang, Yevgeniy Vorobeychik |
| 2024 | IGARSS | GeoBind: Binding Text, Image, and Audio through Satellite Images. | Aayush Dhakal, Subash Khanal, Srikumar Sastry, Adeel Ahmad, Nathan Jacobs |
| 2024 | IGARSS | Aligning Geo-Tagged Clip Representations and Satellite Imagery for Few-Shot Land Use Classification. | Pallavi Jain, Diego Marcos, Dino Ienco, Roberto Interdonato, Aayush Dhakal, Nathan Jacobs, Tristan Berchoux |
| 2024 | WACV | WATCH: Wide-Area Terrestrial Change Hypercube. | Connor Greenwell, Jon Crall, Matthew Purri, Kristin J. Dana, Nathan Jacobs, Armin Hadzic, Scott Workman, Matthew J. Leotta |
| 2024 | WACV | A Visual Active Search Framework for Geospatial Exploration. | Anindya Sarkar, Michael Lanier, Scott Alfeld, Jiarui Feng, Roman Garnett, Nathan Jacobs, Yevgeniy Vorobeychik |
| 2024 | WACV | BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and Mapping. | Srikumar Sastry, Subash Khanal, Aayush Dhakal, Di Huang, Nathan Jacobs |
| 2024 | WACV | ArcGeo: Localizing Limited Field-of-View Images using Cross-view Matching. | Maxim Shugaev, Ilya Semenov, Kyle Ashley, Michael Klaczynski, Naresh P. Cuntoor, Mun Wai Lee, Nathan Jacobs |
| 2023 | BMVC | Learning Tri-modal Embeddings for Zero-Shot Soundscape Mapping. | Subash Khanal, Srikumar Sastry, Aayush Dhakal, Nathan Jacobs |
| 2023 | BMVC | StereoFlowGAN: Co-training for Stereo and Flow with Unsupervised Domain Adaptation. | Zhexiao Xiong, Feng Qiao, Yu Zhang, Nathan Jacobs |
| 2023 | IGARSS | Task Agnostic Cost Prediction Module for Semantic Labeling in Active Learning. | Srikumar Sastry, Nathan Jacobs, Mariana Belgiu, Raian Vargas Maretto |
| 2023 | IGARSS | CrossAdapt: Cross-Scene Adaptation for Multi-Domain Depth Estimation. | Yu Zhang, Muhammad Usman Rafique, Gordon A. Christie, Nathan Jacobs |
| 2023 | IGARSS | Crossseg: Cross-Scene Few-Shot Aerial Segmentation Using Probabilistic Prototypes. | Yu Zhang, Muhammad Usman Rafique, Nathan Jacobs |
| 2023 | IGARSS | Fine-Grained Property Value Assessment Using Probabilistic Disaggregation. | Cohen Archbold, Benjamin Brodie, Aram Ansary Ogholbake, Nathan Jacobs |
| 2022 | BMVC | AssocFormer: Association Transformer for Multi-label Classification. | Xin Xing, Chong Peng, Yu Zhang, Ai-Ling Lin, Nathan Jacobs |
| 2022 | CVPR | Revisiting Near/Remote Sensing with Geospatial Attention. | Scott Workman, Muhammad Usman Rafique, Hunter Blanton, Nathan Jacobs |
| 2022 | ICPR | Neural Network Decision-Making Criteria Consistency Analysis via Inputs Sensitivity. | Eric Xing, Liangliang Liu, Xin Xing, Yunni Qu, Nathan Jacobs, Gongbo Liang |
| 2022 | WACV | A Structure-Aware Method for Direct Pose Estimation. | Hunter Blanton, Scott Workman, Nathan Jacobs |
| 2021 | BMVC | Dynamic Feature Alignment for Semi-supervised Domain Adaptation. | Yu Zhang, Gongbo Liang, Nathan Jacobs |
| 2021 | CVPR | Unifying Guided and Unguided Outdoor Image Synthesis. | Muhammad Usman Rafique, Yu Zhang, Benjamin Brodie, Nathan Jacobs |
| 2021 | IGARSS | Hierarchical Probabilistic Embeddings for Multi-View Image Classification. | Benjamin Brodie, Subash Khanal, Muhammad Usman Rafique, Connor Greenwell, Nathan Jacobs |
| 2021 | IGARSS | Intensity Harmonization for Airborne LiDAR. | David Jones, Nathan Jacobs |
| 2020 | BMVC | Improved Trainable Calibration Method for Neural Networks. | Gongbo Liang, Yu Zhang, Xiaoqin Wang, Nathan Jacobs |
| 2020 | BMVC | Generative Appearance Flow: A Hybrid Approach for Outdoor View Synthesis. | Muhammad Usman Rafique, Hunter Blanton, Noah Snavely, Nathan Jacobs |
| 2020 | CVPR | Extending Absolute Pose Regression to Multiple Scenes. | Hunter Blanton, Connor Greenwell, Scott Workman, Nathan Jacobs |
| 2020 | CVPR | RasterNet: Modeling Free-Flow Speed using LiDAR and Overhead Imagery. | Armin Hadzic, Hunter Blanton, Weilian Song, Mei Chen, Scott Workman, Nathan Jacobs |
| 2020 | CVPR | Learning a Dynamic Map of Visual Appearance. | Tawfiq Salem, Scott Workman, Nathan Jacobs |
| 2020 | CVPR | Dynamic Traffic Modeling From Overhead Imagery. | Scott Workman, Nathan Jacobs |
| 2020 | ECCV | 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 |
| 2020 | IGARSS | Single Image Cloud Detection via Multi-Image Fusion. | Scott Workman, Muhammad Usman Rafique, Hunter Blanton, Connor Greenwell, Nathan Jacobs |
| 2020 | ICPR | Multi-Branch Attention Networks for Classifying Galaxy Clusters. | Yu Zhang, Gongbo Liang, Yuanyuan Su, Nathan Jacobs |
| 2020 | IGARSS | Surface Modeling for Airborne Lidar. | Hunter Blanton, Sean Grate, Nathan Jacobs |
| 2020 | IGARSS | Estimating Displaced Populations from Overhead. | Armin Hadzic, Gordon A. Christie, Jeffrey Freeman, Amber Dismer, Stevan Bullard, Ashley Greiner, Nathan Jacobs, Ryan Mukherjee |
| 2019 | CVPR | Weakly Supervised Fusion of Multiple Overhead Images. | Muhammad Usman Rafique, Hunter Blanton, Nathan Jacobs |
| 2019 | IGARSS | Weakly Supervised Building Segmentation from Aerial Images. | Muhammad Usman Rafique, Nathan Jacobs |
| 2019 | IGARSS | Learning to Map Nearly Anything. | Tawfiq Salem, Connor Greenwell, Hunter Blanton, Nathan Jacobs |
| 2019 | IGARSS | Remote Estimation of Free-Flow Speeds. | Weilian Song, Tawfiq Salem, Hunter Blanton, Nathan Jacobs |
| 2019 | WACV | A Generative Model of Worldwide Facial Appearance. | Zachary Bessinger, Nathan Jacobs |
| 2018 | BMVC | Learning Geo-Temporal Image Features. | Menghua Zhai, Tawfiq Salem, Connor Greenwell, Scott Workman, Robert Pless, Nathan Jacobs |
| 2018 | CVPR | A Multimodal Approach to Mapping Soundscapes. | Tawfiq Salem, Menghua Zhai, Scott Workman, Nathan Jacobs |
| 2018 | ECCV | Learning to Look around Objects for Top-View Representations of Outdoor Scenes. | Samuel Schulter, Menghua Zhai, Nathan Jacobs, Manmohan Chandraker |
| 2018 | IGARSS | A Multimodal Approach to Mapping Soundscapes. | Tawfiq Salem, Menghua Zhai, Scott Workman, Nathan Jacobs |
| 2018 | IGARSS | What Goes Where: Predicting Object Distributions from Above. | Connor Greenwell, Scott Workman, Nathan Jacobs |
| 2018 | WACV | FARSA: Fully Automated Roadway Safety Assessment. | Weilian Song, Scott Workman, Armin Hadzic, Xu Zhang, Eric Green, Mei Chen, Reginald R. Souleyrette, Nathan Jacobs |
| 2017 | CVPR | Predicting Ground-Level Scene Layout from Aerial Imagery. | Menghua Zhai, Zachary Bessinger, Scott Workman, Nathan Jacobs |
| 2017 | ICCV | Revisiting IM2GPS in the Deep Learning Era. | Nam N. Vo, Nathan Jacobs, James Hays |
| 2017 | ICCV | Understanding and Mapping Natural Beauty. | Scott Workman, Richard Souvenir, Nathan Jacobs |
| 2017 | ICCV | A Unified Model for Near and Remote Sensing. | Scott Workman, Menghua Zhai, David J. Crandall, Nathan Jacobs |
| 2016 | BMVC | Horizon Lines in the Wild. | Scott Workman, Menghua Zhai, Nathan Jacobs |
| 2016 | CVPR | Detecting Vanishing Points Using Global Image Context in a Non-ManhattanWorld. | Menghua Zhai, Scott Workman, Nathan Jacobs |
| 2016 | ICIP | Quantifying curb appeal. | Zachary Bessinger, Nathan Jacobs |
| 2016 | ICIP | Camera geo-calibration using an MCMC approach. | Menghua Zhai, Scott Workman, Nathan Jacobs |
| 2016 | WACV | A fast method for estimating transient scene attributes. | Ryan Baltenberger, Menghua Zhai, Connor Greenwell, Scott Workman, Nathan Jacobs |
| 2016 | WACV | Sky segmentation in the wild: An empirical study. | Radu Paul Mihail, Scott Workman, Zach Bessinger, Nathan Jacobs |
| 2016 | WACV | Analyzing human appearance as a cue for dating images. | Tawfiq Salem, Scott Workman, Menghua Zhai, Nathan Jacobs |
| 2015 | CVPR | On the location dependence of convolutional neural network features. | Scott Workman, Nathan Jacobs |
| 2015 | ICCV | Building Dynamic Cloud Maps from the Ground Up. | Calvin Murdock, Nathan Jacobs, Robert Pless |
| 2015 | ICCV | Wide-Area Image Geolocalization with Aerial Reference Imagery. | Scott Workman, Richard Souvenir, Nathan Jacobs |
| 2015 | ICIP | FACE2GPS: Estimating geographic location from facial features. | Mohammad T. Islam, Scott Workman, Nathan Jacobs |
| 2015 | ICIP | DEEPFOCAL: A method for direct focal length estimation. | Scott Workman, Connor Greenwell, Menghua Zhai, Ryan Baltenberger, Nathan Jacobs |
| 2014 | ECCV | A Pot of Gold: Rainbows as a Calibration Cue. | Scott Workman, Radu Paul Mihail, Nathan Jacobs |
| 2014 | ICIP | MPCA: EM-based PCA for mixed-size image datasets. | Feiyu Shi, Menghua Zhai, Drew Duncan, Nathan Jacobs |
| 2014 | ICPR | Covariance-Based PCA for Multi-size Data. | Menghua Zhai, Feiyu Shi, Drew Duncan, Nathan Jacobs |
| 2014 | WACV | Exploring the geo-dependence of human face appearance. | Mohammad T. Islam, Scott Workman, Hui Wu, Nathan Jacobs, Richard Souvenir |
| 2014 | WACV | Estimating cloudmaps from outdoor image sequences. | Nathan Jacobs, Joshua King, Daniel Bowers, Richard Souvenir |
| 2014 | WACV | A CRF approach to fitting a generalized hand skeleton model. | Radu Paul Mihail, Gustav Blomquist, Nathan Jacobs |
| 2013 | CVPR | Cloud Motion as a Calibration Cue. | Nathan Jacobs, Mohammad T. Islam, Scott Workman |
| 2013 | WACV | Webcam2Satellite: Estimating cloud maps from webcam imagery. | Calvin Murdock, Nathan Jacobs, Robert Pless |
| 2012 | WACV | LOST: Longterm Observation of Scenes (with Tracks). | Austin Abrams, Jim Tucek, Joshua Little, Nathan Jacobs, Robert Pless |
| 2011 | CVPR | On analyzing video with very small motions. | Michael Dixon, Austin Abrams, Nathan Jacobs, Robert Pless |
| 2011 | WACV | Webcam geo-localization using aggregate light levels. | Nathan Jacobs, Kylia Miskell, Robert Pless |
| 2010 | CVPR | Using cloud shadows to infer scene structure and camera calibration. | Nathan Jacobs, Brian Bies, Robert Pless |
| 2010 | ICASSP | Compressive sensing and differential image-motion estimation. | Nathan Jacobs, S. Schuh, Robert Pless |
| 2009 | CVPR | Adventures in archiving and using three years of webcam images. | Nathan Jacobs, Walker Burgin, Robert Speyer, D. Ross, Robert Pless |
| 2008 | WACV | Toward Fully Automatic Geo-Location and Geo-Orientation of Static Outdoor Cameras. | Nathan Jacobs, Nathaniel Roman, Robert Pless |
| 2007 | CVPR | Consistent Temporal Variations in Many Outdoor Scenes. | Nathan Jacobs, Nathaniel Roman, Robert Pless |
| 2007 | ICCV | Geolocating Static Cameras. | Nathan Jacobs, Scott Satkin, Nathaniel Roman, Robert Speyer, Robert Pless |
| 2006 | CVPR | Finding Minimal Parameterizations of Cylindrical Image Manifolds. | Michael Dixon, Nathan Jacobs, Robert Pless |