Jacobs, Nathan
- Wide-Area Image Geolocalization with Aerial Reference Imagery
2015/10/13 by Scott Workman, Richard Souvenir, Workman, Scott +3 · 40 citations
Computer Science · Earth and Planetary Sciences · Engineering · #Advanced Image and Video Retrieval Techniques #Archaeological Research and Protection #Remote-Sensing Image Classification #cs.CV
- Revisiting IM2GPS in the Deep Learning Era
2017/05/13 by Nam Vo, Nathan Jacobs, Vo, Nam +3 · 23 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Predicting Ground-Level Scene Layout from Aerial Imagery
2016/12/08 by Menghua Zhai, Zachary Bessinger, Zhai, Menghua +5 · 11 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote-Sensing Image Classification
- TaxaBind: A Unified Embedding Space for Ecological Applications
2024/11/01 by Srikumar Sastry, Subash Khanal, Sastry, Srikumar +7 · 2 voices · 14 citations
Engineering · #Slime Mold and Myxomycetes Research
- Improved Trainable Calibration Method for Neural Networks on Medical Imaging Classification
2020/09/09 by Gongbo Liang, Liang, Gongbo, Yu Zhang +5 · 6 citations
Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Sat2Cap: Mapping Fine-Grained Textual Descriptions from Satellite Images
2023/07/29 by Aayush Dhakal, Adeel Ahmad, Dhakal, Aayush +7 · 8 citations
Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
- GeoSynth: Contextually-Aware High-Resolution Satellite Image Synthesis
2024/04/09 by Srikumar Sastry, Sastry, Srikumar, Subash Khanal +5 · 9 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques
- Fields of The World: A Machine Learning Benchmark Dataset For Global Agricultural Field Boundary Segmentation
2024/09/24 by Hannah Kerner, Snehal Chaudhari, Kerner, Hannah +20 · 8 citations
Agricultural and Biological Sciences · #Agricultural Innovations and Practices #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Horizon Lines in the Wild
2016/04/07 by Workman, Scott, Zhai, Menghua, Jacobs, Nathan · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Detecting Vanishing Points using Global Image Context in a Non-Manhattan World
2016/08/19 by Zhai, Menghua, Workman, Scott, Jacobs, Nathan · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Vision-Language Pseudo-Labels for Single-Positive Multi-Label Learning
2023/10/24 by Xin Xing, Xing, Xin, Zhexiao Xiong +9 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Bioinformatics #Text and Document Classification Technologies
- Learning a Dynamic Map of Visual Appearance
2020/12/29 by Salem, Tawfiq, Workman, Scott, Jacobs, Nathan · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- GOMAA-Geo: GOal Modality Agnostic Active Geo-localization
2024/06/04 by Anindya Sarkar, Srikumar Sastry, Sarkar, Anindya +9 · 1 voice · 5 citations
Computer Science · Earth and Planetary Sciences · #Geological Modeling and Analysis #Seismic Imaging and Inversion Techniques #Seismology and Earthquake Studies #cs.AI #cs.CV
- Learning Geo-Temporal Image Features
2019/09/16 by Menghua Zhai, Zhai, Menghua, Tawfiq Salem +9 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
- BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and Mapping
2023/10/29 by Srikumar Sastry, Sastry, Srikumar, Subash Khanal +7 · 4 citations
Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #Environmental DNA in Biodiversity Studies #FOS: Computer and information sciences #Species Distribution and Climate Change #Wildlife Ecology and Conservation
- Understanding and Mapping Natural Beauty
2016/12/09 by Workman, Scott, Souvenir, Richard, Jacobs, Nathan · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- FroSSL: Frobenius Norm Minimization for Efficient Multiview Self-Supervised Learning
2023/10/04 by Oscar Skean, Skean, Oscar, Aayush Dhakal +5 · 2 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning to Look around Objects for Top-View Representations of Outdoor\n Scenes
2018/03/28 by Samuel Schulter, Schulter, Samuel, Menghua Zhai +5 · 1 citation
Computer Science · Engineering · Environmental Science · #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications #Video Surveillance and Tracking Methods
- A Visual Active Search Framework for Geospatial Exploration
2022/11/28 by Anindya Sarkar, M. Hunter Lanier, Sarkar, Anindya +10 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Towards Open-World Generation of Stereo Images and Unsupervised Matching
2025/03/17 by Qiao, Feng, Xiong, Zhexiao, Xing, Eric +1 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Joint 2D-3D Breast Cancer Classification
2020/02/27 by Gongbo Liang, Liang, Gongbo, Xiaoqin Wang +11 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Radiography and Breast Imaging #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Infrared Thermography in Medicine #Quantitative Methods (q-bio.QM) #electronic engineering #information engineering
- A Structure-Aware Method for Direct Pose Estimation
2020/12/22 by Blanton, Hunter, Workman, Scott, Jacobs, Nathan · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- RANGE: Retrieval Augmented Neural Fields for Multi-Resolution Geo-Embeddings
2025/02/27 by Aayush Dhakal, Dhakal, Aayush, Srikumar Sastry +9 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Single-cell and spatial transcriptomics
- A Partially Supervised Reinforcement Learning Framework for Visual Active Search
2023/10/15 by Anindya Sarkar, Sarkar, Anindya, Nathan Jacobs +3 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Computer Vision and Pattern Recognition (cs.CV) #Diffusion and Search Dynamics #FOS: Computer and information sciences #Optimization and Search Problems
- GroundingBooth: Grounding Text-to-Image Customization
2024/09/13 by Zhexiao Xiong, Xiong, Zhexiao, Wei Xiong +9 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
- Estimating Displaced Populations from Overhead
2020/06/25 by Hadzic, Armin, Christie, Gordon, Freeman, Jeffrey +5 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- GEOBIND: Binding Text, Image, and Audio through Satellite Images
2024/04/17 by Aayush Dhakal, Dhakal, Aayush, Subash Khanal +7 · 2 citations
Arts and Humanities · Business, Management and Accounting · Computer Science · #Advanced Computational Techniques and Applications #Artificial Intelligence (cs.AI) #Banking Systems and Strategies #FOS: Computer and information sciences #Maritime and Coastal Archaeology
- Geo-Information Harvesting from Social Media Data
2022/11/01 by Xiao Xiang Zhu, Yuanyuan Wang, Zhu, Xiao Xiang +21 · 1 citation
Medicine · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Geographic Information Systems Studies #Human Mobility and Location-Based Analysis
- good4cir: Generating Detailed Synthetic Captions for Composed Image Retrieval
2025/03/22 by Kolouju, Pranavi, Xing, Eric, Pless, Robert +2 · 4 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- FARSA: Fully Automated Roadway Safety Assessment
2019/01/17 by Weilian Song, Song, Weilian, Scott Workman +13 · 1 citation
Engineering · Environmental Science · #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring #Remote Sensing and LiDAR Applications
- Learning Interpretable Policies in Hindsight-Observable POMDPs through Partially Supervised Reinforcement Learning
2024/02/14 by M. Hunter Lanier, Ying Xu, Lanier, Michael +7 · 1 citation
Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- QuARI: Query Adaptive Retrieval Improvement
2025/05/27 by Eric P. Xing, Eric Xing, Abby Stylianou +6 · 1 voice · 1 citation
Computer Science · #Multimodal Machine Learning Applications #Image Retrieval and Classification Techniques #Advanced Image and Video Retrieval Techniques
- LD-SDM: Language-Driven Hierarchical Species Distribution Modeling
2023/12/13 by Sastry, Srikumar, Xing, Xin, Dhakal, Aayush +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Mixed-View Panorama Synthesis using Geospatially Guided Diffusion
2024/07/12 by Zhexiao Xiong, Xiong, Zhexiao, Xin Xing +7 · 1 citation
Engineering · Computer Science · #Satellite Image Processing and Photogrammetry #Advanced Vision and Imaging #Advanced Image and Video Retrieval Techniques
- ProM3E: Probabilistic Masked MultiModal Embedding Model for Ecology
2025/11/04 by Srikumar Sastry, Sastry, Srikumar, Subash Khanal +10 · 1 citation
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications