e-Portfolio Competency Metadata: Pilot Study for a Call to Action. - Sishir Rao; Andrew Swartz; Leila Obeid; Sevith Rao; Barbara Joyce; Sarah Whitehouse; Mathilda Horst; Jack Butler; Ryan Kinnen; Alexander Shepard; Ilan Rubinfeld (J. Medical Syst., 2012)

The iNaturalist Challenge 2017 Dataset. - Grant Van Horn; Oisin Mac Aodha; Yang Song 009; Alexander Shepard; Hartwig Adam; Pietro Perona; Serge J. Belongie (CoRR, 2017)

The INaturalist Species Classification and Detection Dataset. - Grant Van Horn; Oisin Mac Aodha; Yang Song 009; Yin Cui; Chen Sun 002; Alexander Shepard; Hartwig Adam; Pietro Perona; Serge J. Belongie (CVPR, 2018)

Spatial Implicit Neural Representations for Global-Scale Species Mapping. - Elijah Cole; Grant Van Horn; Christian Lange 004; Alexander Shepard; Patrick Leary; Pietro Perona; Scott Loarie; Oisin Mac Aodha (ICML, 2023)

The iNaturalist Sounds Dataset. - Mustafa Chasmai; Alexander Shepard; Subhransu Maji; Grant Van Horn (NeurIPS, 2024)

Combining Observational Data and Language for Species Range Estimation. - Max Hamilton; Christian Lange 004; Elijah Cole; Alexander Shepard; Samuel Heinrich; Oisin Mac Aodha; Grant Van Horn; Subhransu Maji (NeurIPS, 2024)

INQUIRE: A Natural World Text-to-Image Retrieval Benchmark. - Edward Vendrow; Omiros Pantazis; Alexander Shepard; Gabriel J. Brostow; Kate E. Jones; Oisin Mac Aodha; Sara Beery; Grant Van Horn (NeurIPS, 2024)

Few-shot Species Range Estimation. - Christian Lange 004; Max Hamilton; Elijah Cole; Alexander Shepard; Samuel Heinrich; Angela Zhu; Subhransu Maji; Grant Van Horn; Oisin Mac Aodha (CoRR, 2025)