Nathan Jacobs

@inproceedings{sastry2026prom3e,
  annotation = {ecology,representation_learning,remote_sensing,audio},
  title = {{ProM3E}: Probabilistic Masked MultiModal Embedding Model for Ecology},
  author = {Sastry, Srikumar and Khanal, Subash and Dhakal, Aayush and Lin, Jiayu and Cher, Dan and Jarosz, Phoenix and Jacobs, Nathan},
  author+an = {7=highlight},
  project = {https://vishu26.github.io/prom3e/},
  press = {https://engineering.washu.edu/news/2026/AI-model-looks-for-missing-pieces-to-puzzle.html},
  press_title = {AI model looks for missing pieces to puzzle},
  month = jun,
  year = {2026},
  code = {https://github.com/mvrl/proM3E},
  pdf = {https://arxiv.org/pdf/2511.02946.pdf},
  thumbnail = {/thumbnails/prom3e.svg},
  spotlight = {true},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  eprint = {2511.02946},
  archiveprefix = {arXiv},
  primaryclass = {cs.CV}
}

@inproceedings{dhakal2026simlbr,
  annotation = {representation_learning,generative},
  spotlight = {true},
  title = {{SimLBR}: Learning to Detect Fake Images by Learning to Detect Real Images},
  author = {Dhakal, Aayush and Khanal, Subash and Sastry, Srikumar and Arndt, Jacob and Dias, Philipe Ambrozio and Lunga, Dalton and Jacobs, Nathan},
  author+an = {7=highlight},
  month = jun,
  year = {2026},
  code = {https://github.com/mvrl/SimLBR},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  eprint = {2602.20412},
  thumbnail = {/thumbnails/simlbr.svg},
  pdf = {https://arxiv.org/pdf/2602.20412},
  archiveprefix = {arXiv},
  primaryclass = {cs.CV}
}

@inproceedings{prue2026,
  annotation = {remote_sensing,geoai,agriculture},
  pdf = {https://arxiv.org/pdf/2603.27101},
  thumbnail = {/thumbnails/prue_field_boundaries.png},
  title = {{PRUE}: A Practical Recipe for Field Boundary Segmentation at Scale},
  author = {Muhawenayo, Gedeon and Robinson, Caleb and Khanal, Subash and Fang, Zhanpei and Corley, Isaac and Wollam, Alexander and Gao, Tianyi and Strnad, Leonard and Avery, Ryan and Estes, Lyndon and Tárano, Ana M. and Jacobs, Nathan and Kerner, Hannah},
  author+an = {12=highlight},
  month = jun,
  spotlight = {true},
  year = {2026},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  press = {https://engineering.washu.edu/news/2026/Boundaries-of-agricultural-fields-worldwide-now-publicly-available.html},
  press_title = {Boundaries of agricultural fields worldwide now publicly available}
}

@inproceedings{sarkar2026diffvas,
  spotlight = {true},
  title = {{DiffVAS}: Diffusion-Guided Visual Active Search in Partially Observable Environments},
  author = {Sarkar, Anindya and Sastry, Srikumar and Pirinen, Aleksis and Jacobs, Nathan and Vorobeychik, Yevgeniy},
  year = {2026},
  month = may,
  note = {(oral)},
  booktitle = {International Conference on Autonomous Agents and Multiagent Systems (AAMAS)},
  author+an = {4=highlight},
  annotation = {rl,remote_sensing,geoai,generative},
  thumbnail = {/thumbnails/diffvas.jpg}
}

@inproceedings{cher2026vector,
  spotlight = {true},
  annotation = {generative,remote_sensing,geoai,representation_learning},
  author = {Cher, Dan and Wei, Brian and Sastry, Srikumar and Jacobs, Nathan},
  title = {{VectorSynth}: Fine-Grained Satellite Image Synthesis with Structured Semantics},
  booktitle = {IEEE Winter Conference on Applications of Computer Vision (WACV)},
  author+an = {4=highlight},
  primaryclass = {cs.CV},
  thumbnail = {/thumbnails/vector_synth.jpg},
  month = mar,
  eprint = {2511.07744},
  pdf = {https://openaccess.thecvf.com//content/WACV2026/papers/Cher_VectorSynth_Fine-Grained_Satellite_Image_Synthesis_with_Structured_Semantics_WACV_2026_paper.pdf},
  archiveprefix = {arXiv},
  year = {2026}
}

@inproceedings{qiao2025genstereo,
  spotlight = {true},
  annotation = {generative,geometric},
  author = {Qiao, Feng and Xiong, Zhexiao and Xing, Eric and Jacobs, Nathan},
  pdf = {https://arxiv.org/pdf/2503.12720},
  title = {Towards Open-World Generation of Stereo Images and Unsupervised Matching},
  booktitle = {IEEE/CVF International Conference on Computer Vision (ICCV)},
  project = {https://qjizhi.github.io/genstereo/},
  thumbnail = {/thumbnails/genstereo.jpg},
  code = {https://github.com/Qjizhi/GenStereo},
  linkedin = {https://www.linkedin.com/posts/jacobsn_new-paper-alert-genstereo-towards-activity-7311027987846438913-5DTA?utm_source=share&utm_medium=member_desktop&rcm=ACoAAACWgMUBbrOLvty2wxK6klz29_SYYIMtEis},
  year = {2025},
  day = {20},
  month = oct,
  archiveprefix = {arXiv},
  primaryclass = {cs.CV},
  eprint = {2503.12720}
}

@inproceedings{sastry2025entailment,
  spotlight = {true},
  annotation = {remote_sensing,ecology,geoai},
  code = {https://github.com/mvrl/RCME},
  author = {Sastry, Srikumar and Dhakal, Aayush and Xing, Eric and Khanal, Subash and Jacobs, Nathan},
  booktitle = {IEEE/CVF International Conference on Computer Vision (ICCV)},
  project = {https://vishu26.github.io/RCME/index.html},
  title = {Global and Local Entailment Learning for Natural World Imagery},
  thumbnail = {/thumbnails/rcme.jpg},
  pdf = {https://arxiv.org/pdf/2506.21476},
  linkedin = {https://www.linkedin.com/posts/jacobsn_iccv-activity-7346288054933889026-dtmK?utm_source=share&utm_medium=member_desktop&rcm=ACoAAACWgMUBbrOLvty2wxK6klz29_SYYIMtEis},
  volume = {2506.21476},
  year = {2025},
  day = {20},
  month = oct,
  archiveprefix = {arXiv},
  primaryclass = {cs.CV},
  eprint = {2506.21476}
}

@inproceedings{xing2025cir,
  spotlight = {true},
  annotation = {vlm},
  author = {Xing, Eric and Kolouju, Pranavi and Pless, Robert and Stylianou, Abby and Jacobs, Nathan},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  title = {{ConText-CIR}: Learning from Concepts in Text for Composed Image Retrieval},
  thumbnail = {/thumbnails/context-cir.jpg},
  pdf = {https://arxiv.org/pdf/2505.20764},
  linkedin = {https://www.linkedin.com/posts/jacobsn_if-you-are-at-cvpr-please-stop-by-our-poster-activity-7339745971360145411-eHCk?utm_source=share&utm_medium=member_desktop&rcm=ACoAAACWgMUBbrOLvty2wxK6klz29_SYYIMtEis},
  code = {https://github.com/mvrl/ConText-CIR},
  month = jun,
  day = {12},
  archiveprefix = {arXiv},
  primaryclass = {cs.CV},
  eprint = {2505.20764},
  year = {2025}
}

@inproceedings{dhakal2025range,
  spotlight = {true},
  annotation = {remote_sensing,geoai,representation_learning},
  author = {Dhakal, Aayush and Sastry, Srikumar and Khanal, Subash and Ahmad, Adeel and Xing, Eric and Jacobs, Nathan},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  thumbnail = {/thumbnails/range.jpg},
  pdf = {https://arxiv.org/pdf/2502.19781},
  linkedin = {https://www.linkedin.com/posts/jacobsn_range-retrieval-augmented-neural-fields-activity-7301277448279638016-q_vx?utm_source=share&utm_medium=member_desktop&rcm=ACoAAACWgMUBbrOLvty2wxK6klz29_SYYIMtEis},
  title = {{RANGE}: Retrieval Augmented Neural Fields for Multi-Resolution Geo-Embeddings},
  month = jun,
  day = {12},
  year = {2025},
  code = {https://github.com/mvrl/RANGE},
  archiveprefix = {arXiv},
  primaryclass = {cs.CV},
  eprint = {2502.19781}
}

@article{xiong2025mvps,
  spotlight = {true},
  annotation = {remote_sensing,geoai},
  title = {Mixed-View Panorama Synthesis using Geospatially Guided Diffusion},
  author = {Xiong, Zhexiao and Xing, Xin and Workman, Scott and Khanal, Subash and Jacobs, Nathan},
  journal = {Transactions on Machine Learning Research (TMLR)},
  year = {2025},
  eprint = {2407.09672},
  thumbnail = {/thumbnails/mixedview.jpg},
  linkedin = {https://www.linkedin.com/posts/jacobsn_new-paper-alert-mixed-view-panorama-synthesis-activity-7340423839358570496-Wr8_?utm_source=share&utm_medium=member_desktop&rcm=ACoAAACWgMUBbrOLvty2wxK6klz29_SYYIMtEis},
  month = may,
  archiveprefix = {arXiv},
  author+an = {5=highlight},
  project = {https://mixed-view.github.io/},
  pdf = {https://arxiv.org/pdf/2407.09672},
  primaryclass = {cs.CV}
}