Beery, Sara

21 publications

NeurIPS 2025 Aggregation Hides Out-of-Distribution Generalization Failures from Spurious Correlations Olawale Elijah Salaudeen, Haoran Zhang, Kumail Alhamoud, Sara Beery, Marzyeh Ghassemi

TMLR 2025 Align and Distill: Unifying and Improving Domain Adaptive Object Detection Justin Kay, Timm Haucke, Suzanne Stathatos, Siqi Deng, Erik Young, Pietro Perona, Sara Beery, Grant Van Horn

ICCV 2025 Consensus-Driven Active Model Selection Justin Kay, Grant Van Horn, Subhransu Maji, Daniel Sheldon, Sara Beery

NeurIPS 2025 Open-Insect: Benchmarking Open-Set Recognition of Novel Species in Biodiversity Monitoring Yuyan Chen, Nico Lang, B. Christian Schmidt, Aditya Jain, Yves Basset, Sara Beery, Maxim Larrivée, David Rolnick

ICLR 2025 Personalized Representation from Personalized Generation Shobhita Sundaram, Julia Chae, Yonglong Tian, Sara Beery, Phillip Isola

TMLR 2025 TACO Vision Models Can Be Efficiently Specialized via Few-Shot Task-Aware Compression Denis Kuznedelev, Soroush Tabesh, Kimia Noorbakhsh, Elias Frantar, Sara Beery, Eldar Kurtic, Dan Alistarh

ICLR 2025 Visually Consistent Hierarchical Image Classification Seulki Park, Youren Zhang, Stella X. Yu, Sara Beery, Jonathan Huang

IJCAI 2024 Are They the Same Picture? Adapting Concept Bottleneck Models for Human-AI Collaboration in Image Retrieval Vaibhav Balloli, Sara Beery, Elizabeth Bondi-Kelly

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

NeurIPSW 2024 Large Language Model Benchmarks Do Not Test Reliability Joshua Vendrow, Edward Vendrow, Sara Beery, Aleksander Madry

CVPRW 2024 Monitoring Social Insect Activity with Minimal Human Supervision Tarun Sharma, Julian Morgan Wagner, Sara Beery, William B. Dickson, Michael H. Dickinson, Joseph Parker

ICML 2024 Position: Application-Driven Innovation in Machine Learning David Rolnick, Alan Aspuru-Guzik, Sara Beery, Bistra Dilkina, Priya L. Donti, Marzyeh Ghassemi, Hannah Kerner, Claire Monteleoni, Esther Rolf, Milind Tambe, Adam White

CVPR 2023 MammalNet: A Large-Scale Video Benchmark for Mammal Recognition and Behavior Understanding Jun Chen, Ming Hu, Darren J. Coker, Michael L. Berumen, Blair Costelloe, Sara Beery, Anna Rohrbach, Mohamed Elhoseiny

NeurIPSW 2023 Unsupervised Domain Adaptation in the Real World: A Case Study in Sonar Video Justin Kay, Suzanne Stathatos, Siqi Deng, Erik Young, Pietro Perona, Sara Beery, Grant Van Horn

ICLR 2022 Extending the WILDS Benchmark for Unsupervised Adaptation Shiori Sagawa, Pang Wei Koh, Tony Lee, Irena Gao, Sang Michael Xie, Kendrick Shen, Ananya Kumar, Weihua Hu, Michihiro Yasunaga, Henrik Marklund, Sara Beery, Etienne David, Ian Stavness, Wei Guo, Jure Leskovec, Kate Saenko, Tatsunori Hashimoto, Sergey Levine, Chelsea Finn, Percy Liang

CVPR 2022 The Auto Arborist Dataset: A Large-Scale Benchmark for Multiview Urban Forest Monitoring Under Domain Shift Sara Beery, Guanhang Wu, Trevor Edwards, Filip Pavetic, Bo Majewski, Shreyasee Mukherjee, Stanley Chan, John Morgan, Vivek Rathod, Jonathan Huang

ECCV 2022 The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting Justin Kay, Peter Kulits, Suzanne Stathatos, Siqi Deng, Erik Young, Sara Beery, Grant Van Horn, Pietro Perona

CVPR 2021 Benchmarking Representation Learning for Natural World Image Collections Grant Van Horn, Elijah Cole, Sara Beery, Kimberly Wilber, Serge Belongie, Oisin Mac Aodha

NeurIPSW 2021 Extending the WILDS Benchmark for Unsupervised Adaptation Shiori Sagawa, Pang Wei Koh, Tony Lee, Irena Gao, Sang Michael Xie, Kendrick Shen, Ananya Kumar, Weihua Hu, Michihiro Yasunaga, Henrik Marklund, Sara Beery, Etienne David, Ian Stavness, Wei Guo, Jure Leskovec, Kate Saenko, Tatsunori Hashimoto, Sergey Levine, Chelsea Finn, Percy Liang

WACV 2020 Synthetic Examples Improve Generalization for Rare Classes Sara Beery, Yang Liu, Dan Morris, Jim Piavis, Ashish Kapoor, Neel Joshi, Markus Meister, Pietro Perona

ECCV 2018 Recognition in Terra Incognita Sara Beery, Grant Van Horn, Pietro Perona