A Framework for Autonomic Computing for In Situ Imageomics. - Jenna Kline; Christopher Stewart; Tanya Y. Berger-Wolf; Michelle Ramirez; Samuel Stevens 001; Reshma Ramesh Babu; Namrata Banerji; Alec Sheets; Sowbaranika Balasubramaniam; Elizabeth G. Campolongo; Matthew Thompson; Charles V. Stewart; et al. (ACSOS, 2023)

BioCLIP: A Vision Foundation Model for the Tree of Life. - Samuel Stevens 001; Jiaman Wu; Matthew J. Thompson; Elizabeth G. Campolongo; Chan Hee Song; David Edward Carlyn; Li Dong; Wasila M. Dahdul; Charles V. Stewart; Tanya Y. Berger-Wolf; Wei-Lun Chao; Yu Su 001 (CVPR, 2024)

VLM4Bio: A Benchmark Dataset to Evaluate Pretrained Vision-Language Models for Trait Discovery from Biological Images. - M. Maruf; Arka Daw; Kazi Sajeed Mehrab; Harish Babu Manogaran; Abhilash Neog; Medha Sawhney; Mridul Khurana; James P. Balhoff; Yasin Bakis; Bahadir Altintas; Matthew J. Thompson; Elizabeth G. Campolongo; et al. (NeurIPS, 2024)

KABR: In-Situ Dataset for Kenyan Animal Behavior Recognition from Drone Videos. - Maksim Kholiavchenko; Jenna Kline; Michelle Ramirez; Sam Stevens 001; Alec Sheets; Reshma Ramesh Babu; Namrata Banerji; Elizabeth G. Campolongo; Matthew Thompson; Nina Van Tiel; Jackson Miliko; Eduardo Bessa; et al. (WACV (Workshops), 2024)

Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images. - Kazi Sajeed Mehrab; M. Maruf; Arka Daw; Harish Babu Manogaran; Abhilash Neog; Mridul Khurana; Bahadir Altintas; Yasin Bakis; Elizabeth G. Campolongo; Matthew J. Thompson; Xiaojun Wang; Hilmar Lapp; et al. (CoRR, 2024)

What Do You See in Common? Learning Hierarchical Prototypes over Tree-of-Life to Discover Evolutionary Traits. - Harish Babu Manogaran; M. Maruf; Arka Daw; Kazi Sajeed Mehrab; Caleb Charpentier; Josef C. Uyeda; Wasila M. Dahdul; Matthew J. Thompson; Elizabeth G. Campolongo; Kaiya Provost; Paula M. Mabee; Hilmar Lapp; et al. (CoRR, 2024)

Prompt-CAM: Making Vision Transformers Interpretable for Fine-Grained Analysis. - Arpita Chowdhury; Dipanjyoti Paul; Zheda Mai; Jianyang Gu; Ziheng Zhang; Kazi Sajeed Mehrab; Elizabeth G. Campolongo; Daniel I. Rubenstein; Charles V. Stewart; Anuj Karpatne; Tanya Y. Berger-Wolf; Yu Su 001; et al. (CVPR, 2025)

Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images. - Kazi Sajeed Mehrab; M. Maruf; Arka Daw; Abhilash Neog; Harish Babu Manogaran; Mridul Khurana; Zhenyang Feng; Bahadir Altintas; Yasin Bakis; Elizabeth G. Campolongo; Matthew J. Thompson; Xiaojun Wang; et al. (CVPR, 2025)

What Do You See in Common? Learning Hierarchical Prototypes over Tree-of-Life to Discover Evolutionary Traits. - Harish Babu Manogaran; M. Maruf; Arka Daw; Kazi Sajeed Mehrab; Caleb Patrick Charpentier; Josef C. Uyeda; Wasila M. Dahdul; Matthew J. Thompson; Elizabeth G. Campolongo; Kaiya L. Provost; Wei-Lun Chao; Tanya Y. Berger-Wolf; et al. (ICLR, 2025)

Static Segmentation by Tracking: A Frustratingly Label-Efficient Approach to Fine-Grained Segmentation. - Zhenyang Feng; Zihe Wang; Saul Ibaven Bueno; Tomasz Frelek; Advikaa Ramesh; Jingyan Bai; Lemeng Wang; Zanming Huang; Jianyang Gu; Jinsu Yoo; Tai-Yu Pan; Arpita Chowdhury; et al. (CoRR, 2025)

Prompt-CAM: A Simpler Interpretable Transformer for Fine-Grained Analysis. - Arpita Chowdhury; Dipanjyoti Paul; Zheda Mai; Jianyang Gu; Ziheng Zhang; Kazi Sajeed Mehrab; Elizabeth G. Campolongo; Daniel I. Rubenstein; Charles V. Stewart; Anuj Karpatne; Tanya Y. Berger-Wolf; Yu Su 001; et al. (CoRR, 2025)

Building Machine Learning Challenges for Anomaly Detection in Science. - Elizabeth G. Campolongo; Yuan-Tang Chou; Ekaterina Govorkova; Wahid Bhimji; Wei-Lun Chao; Chris Harris; Shih-Chieh Hsu; Hilmar Lapp; Mark S. Neubauer; Josephine M. Namayanja; Aneesh Subramanian; Philip C. Harris; et al. (CoRR, 2025)

Optimizing Image Capture for Computer Vision-Powered Taxonomic Identification and Trait Recognition of Biodiversity Specimens. - Alyson East; Elizabeth G. Campolongo; Luke Meyers; S. M. Rayeed; Samuel Stevens 001; Iuliia Zarubiieva; Isadora E. Fluck; Jennifer C. Girón; Maximiliane Jousse; Scott C. Lowe; Kayla I Perry; Isabelle Betancourt; et al. (CoRR, 2025)

BioCLIP 2: Emergent Properties from Scaling Hierarchical Contrastive Learning. - Jianyang Gu; Samuel Stevens 001; Elizabeth G. Campolongo; Matthew J. Thompson; Net Zhang; Jiaman Wu; Andrei Kopanev; Zheda Mai; Alexander E. White; James P. Balhoff; Wasila M. Dahdul; Daniel I. Rubenstein; et al. (CoRR, 2025)

Deep dive into KABR: a dataset for understanding ungulate behavior from in-situ drone video. - Maksim Kholiavchenko; Jenna Kline; Maksim Kukushkin; Otto Brookes; Sam Stevens 001; Isla Duporge; Alec Sheets; Reshma Ramesh Babu; Namrata Banerji; Elizabeth G. Campolongo; Matthew Thompson; Nina Van Tiel; et al. (Multim. Tools Appl., 2025)