Publications
2025
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Align and Distill: Unifying and Improving Domain Adaptive Object Detectionin TMLR 2025Justin Kay , Timm Haucke , Suzanne Stathatos , Siqi Deng , Erik Young , Pietro Perona , Sara Beery † , Grant Van Horn †- † Equal advising
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Harnessing artificial intelligence to fill global shortfalls in biodiversity knowledgein Nature Reviews Biodiversity -
Do Large Language Model Benchmarks Test Reliability?in arXivJoshua Vendrow * , Edward Vendrow * , Sara Beery † , Aleksander Mądry †- * Equal contribution
- † Equal advising
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Generative AI as a tool to accelerate the field of ecology in Nature Ecology & Evolution (Progress) -
Personalized Representation from Personalized Generationin ICLR 2025Shobhita Sundaram * , Julia Chae * , Yonglong Tian , Sara Beery † , Phillip Isola †- * Equal contribution
- † Equal advising
2024
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ElephantBook: Participatory Human-Al Elephantin Collaborative Intelligence: How Humans and AI Are Transforming Our World -
The potential for AI to revolutionize conservation: a horizon scanin Trends in Ecology & EvolutionSam A. Reynolds , Sara Beery , Neil Burgess , Mark Burgman , Stuart H.M. Butchart , Steven J. Cooke , David Coomes , Finn Danielsen , Enrico Di Minin , América Paz Durán , Francis Gassert , Amy Hinsley , Sadiq Jaffer , Julia P.G. Jones , Binbin V. Li , Oisin Mac Aodha , Anil Madhavapeddy , Stephanie A.L. O'Donnell , William M. Oxbury , Lloyd Peck , Nathalie Pettorelli , Jon Paul Rodríguez , Emily Shuckburgh , Bernardo Strassburg , Hiromi Yamashita , Zhongqi Miao , William J. Sutherland -
INQUIRE: A Natural World Text-to-Image Retrieval Benchmarkin NeurIPS 2024 (Datasets and Benchmarks Track)Edward Vendrow * , Omiros Pantazis * , Alexander Shepard , Gabriel Brostow , Kate E. Jones , Oisin Mac Aodha † , Sara Beery † , Grant Van Horn †- * Equal contribution
- † Equal advising
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Tree-D Fusion: Simulation-Ready Tree Dataset from Single Images with Diffusion Priorsin ECCVJae Joong Lee , Bosheng Li , Sara Beery , Jonathan Huang , Songlin Fei , Raymond A Yeh , Bedrich Benes
