@article{foxx2026newroots,
  title={New Roots for Restoration: Building a Foundation for Interdisciplinary Work in Plant Organismal Biology and Ecology to Advance Restoration in Natural and Agricultural Ecosystems},
  author={Foxx, Alicia J. and Arango-Caro, Sandra and Bever, James D. and Brown, Keely Elizabeth and Callis-Duehl, Kristine L. and Egerton-Warburton, Louise and Fahlgren, Noah and Gehan, Malia and Hanlon, Molly and Kaggwa, Ruth J. and Kramer, Andrea and Langewisch, Tiffany and McKenna, Tom and Rquibi, Leila and Sikes, Ben and Streit Krug, Aubrey and Stylianou, Abby and van der Pol, Laura and Vogel, Liz and Von Wettberg, Eric and Zeldin, Jacob and Zerega, Nyree and Allen, Maya and Braley, Jackson and Carnahan, Austin and Crews, Timothy E. and DuBois, Madeline and Earnest, Maddie and Ellis, Martel and Haggerty, Kevin and Hemmelgarn, Hannah and Kretzler, Bailey and Monaghan, Nolan and Podzikowski, Laura Y. and Schmiedeler, Karen and Schultz, Peggy and Shimabukuro, Luke and Vergara, Isabella and Wagner, Maggie and Warner, Rachel and Ziegler, Gregory and Havens, Kayri and Baxter, Ivan and Miller, Allison},
  journal={Plants, People, Planet}, year={2026}, volume={8}, number={2}, pages={580--591}, url={https://doi.org/10.1002/ppp3.70096}
}
@inproceedings{khanal2026sat2sound,
  title={Sat2Sound: A Unified Framework for Zero-Shot Soundscape Mapping},
  author={Khanal, Subash and Sastry, Srikumar and Dhakal, Aayush and Ahmad, Adeel and Stylianou, Abby and Jacobs, Nathan},
  booktitle={EarthVision Workshop at CVPR}, year={2026}, url={https://arxiv.org/abs/2505.13777}
}
@inproceedings{cher2026hierarchical,
  title={Efficient Hierarchical Search for Scalable Retrieval in Global Remote Sensing Imagery},
  author={Cher, Daniel and Kolouju, Pranavi and Xing, Eric and Pless, Robert and Stylianou, Abby and Jacobs, Nathan},
  booktitle={IEEE IGARSS}, year={2026}
}
@inproceedings{xing2025quari,
  title={QuARI: Query Adaptive Retrieval Improvement},
  author={Xing, Eric and Stylianou, Abby and Pless, Robert and Jacobs, Nathan},
  booktitle={Advances in Neural Information Processing Systems (NeurIPS)}, year={2025}, url={https://arxiv.org/abs/2505.21647}
}
@inproceedings{robbins2025will,
  title={Will It Zero-Shot?: Predicting Zero-Shot Classification Performance for Arbitrary Queries},
  author={Robbins, Kevin and Liu, Xiaotong and Wu, Yu and Sun, Le and McPeak, Grady and Stylianou, Abby and Pless, Robert},
  booktitle={IEEE International Conference on Data Mining Workshops (ICDMW)}, year={2025}, url={https://doi.org/10.1109/ICDMW69685.2025.00181}
}
@inproceedings{gallai2025imgs2imgs,
  title={imgs2imgs: Improving Visual Consistency in Multiview Image Editing},
  author={Gallai, Mohamed and Stylianou, Abby}, booktitle={Applied Imagery Pattern Recognition Workshop (AIPR)}, year={2025}, note={Best Paper Award}, url={https://doi.org/10.1007/978-3-032-18474-0_38}
}
@inproceedings{kolouju2025good4cir,
  title={good4cir: Generating Detailed Synthetic Captions for Composed Image Retrieval},
  author={Kolouju, Pranavi and Xing, Eric and Pless, Robert and Jacobs, Nathan and Stylianou, Abby},
  booktitle={SyntaGen Workshop at CVPR}, year={2025}, url={https://arxiv.org/abs/2503.17871}
}
@inproceedings{xing2025context,
  title={ConText-CIR: Learning from Concepts in Text for Composed Image Retrieval},
  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)}, year={2025}, url={https://openaccess.thecvf.com/content/CVPR2025/papers/Xing_ConText-CIR_Learning_from_Concepts_in_Text_for_Composed_Image_Retrieval_CVPR_2025_paper.pdf}
}
@article{lopes2025geospatial,
  title={Geospatial Time Machine: A Generative Model to Enhance Spectral-Temporal Data Resolution},
  author={Lopes, Felipe A. and Sagan, Vasit and Sarkar, Supria and Stylianou, Abby and Esposito, Flavio},
  journal={IEEE Transactions on Geoscience and Remote Sensing}, year={2025}, url={https://doi.org/10.1109/TGRS.2025.3552629}
}
@article{said2025seed,
  title={Seed Protein Content Estimation with Bench-Top Hyperspectral Imaging and Attentive Convolutional Neural Network Models},
  author={Said, Imran and Sagan, Vasit and Peterson, Kyle T. and Alifu, Haireti and Maiwulanjiang, Abuduwanli and Stylianou, Abby and Al Akkad, Omar and Sarkar, Supria and Al Shakarji, Noor},
  journal={Sensors}, year={2025}, volume={25}, number={2}, pages={303}, url={https://doi.org/10.3390/s25020303}
}