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Beery, Sara

  1. WILDS: A Benchmark of in-the-Wild Distribution Shifts
    2020/12/14 by Pang Wei Koh, Koh, Pang Wei, Shiori Sagawa +43 · 94 citations
    Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  2. Recognition in Terra Incognita
    2018/07/13 by Sara Beery, Grant Van Horn, Beery, Sara +3 · 54 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Video Surveillance and Tracking Methods #Domain Adaptation and Few-Shot Learning
  3. Benchmarking Representation Learning for Natural World Image Collections
    2021/03/30 by Van Horn, Grant, Cole, Elijah, Beery, Sara +3 · 12 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  4. Efficient Pipeline for Camera Trap Image Review
    2019/07/15 by Sara Beery, Beery, Sara, Dan Morris +3 · 11 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Identification and Quantification in Food
  5. INQUIRE: A Natural World Text-to-Image Retrieval Benchmark
    2024/11/04 by Edward Vendrow, Omiros Pantazis, Vendrow, Edward +13 · 2 voices · 11 citations
    #cs.CV #cs.AI #cs.CL #cs.IR
  6. The iWildCam 2021 Competition Dataset
    2021/05/07 by Sara Beery, Beery, Sara, Agarwal, Arushi +3 · 7 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  7. Do Large Language Model Benchmarks Test Reliability?
    2025/02/05 by Joshua Vendrow, Vendrow, Joshua, Edward Vendrow +5 · 2 voices · 12 citations
    #cs.LG #cs.CL
  8. MammalNet: A Large-scale Video Benchmark for Mammal Recognition and Behavior Understanding
    2023/06/01 by Jun Chen, Chen, Jun, Ming Hu +13 · 8 citations
    Biochemistry, Genetics and Molecular Biology · Environmental Science · Veterinary · #Animal Behavior and Welfare Studies #Animal Vocal Communication and Behavior #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Species Distribution and Climate Change
  9. Extending the WILDS Benchmark for Unsupervised Adaptation
    2021/12/09 by Sagawa, Shiori, Koh, Pang Wei, Lee, Tony +17 · 6 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  10. Application-Driven Innovation in Machine Learning
    2024/03/26 by Rolnick, David, Aspuru-Guzik, Alan, Beery, Sara +8 · 8 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. The iWildCam 2020 Competition Dataset
    2020/04/21 by Sara Beery, Beery, Sara, Elijah Cole +2 · 4 citations
    Environmental Science · Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #Species Distribution and Climate Change #Smart Agriculture and AI #Cell Image Analysis Techniques
  12. Synthetic Examples Improve Generalization for Rare Classes
    2019/04/11 by Beery, Sara, Liu, Yang, Morris, Dan +5 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. Context R-CNN: Long Term Temporal Context for Per-Camera Object Detection
    2019/12/07 by Beery, Sara, Wu, Guanhang, Rathod, Vivek +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Populations and Evolution (q-bio.PE) #electronic engineering #information engineering
  14. Species Distribution Modeling for Machine Learning Practitioners: A Review
    2021/07/03 by Beery, Sara, Cole, Elijah, Parker, Joseph +2 · 3 citations
    #Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. Align and Distill: Unifying and Improving Domain Adaptive Object Detection
    2024/03/18 by Justin Kay, Kay, Justin, Timm Haucke +13 · 5 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. A deep active learning system for species identification and counting in camera trap images
    2019/10/22 by Norouzzadeh, Mohammad Sadegh, Morris, Dan, Beery, Sara +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #electronic engineering #information engineering
  17. Personalized Representation from Personalized Generation
    2024/12/20 by Shobhita Sundaram, Julia Chae, Sundaram, Shobhita +7 · 1 voice · 3 citations
    Computer Science · #Distributed and Parallel Computing Systems #cs.CV #cs.LG
  18. Tree-D Fusion: Simulation-Ready Tree Dataset from Single Images with Diffusion Priors
    2024/07/14 by Lee, Jae Joong, Li, Bosheng, Beery, Sara +4 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. The iWildCam 2018 Challenge Dataset
    2019/04/11 by Beery, Sara, van Horn, Grant, Mac Aodha, Oisin +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  20. The Caltech Fish Counting Dataset: A Benchmark for Multiple-Object Tracking and Counting
    2022/07/19 by Kay, Justin, Kulits, Peter, Stathatos, Suzanne +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. Vision Models Can Be Efficiently Specialized via Few-Shot Task-Aware Compression
    2023/03/25 by Denis Kuznedelev, Kuznedelev, Denis, Soroush Tabesh +11 · 1 citation
    Computer Science · #68T07 #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #I.m
  22. Pairwise Matching of Intermediate Representations for Fine-grained Explainability
    2025/03/28 by Shrack, Lauren, Haucke, Timm, Salaün, Antoine +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. Pytorch-Wildlife: A Collaborative Deep Learning Framework for Conservation
    2024/05/21 by Andrés Hernández, Hernandez, Andres, Zhongqi Miao +8 · 1 citation
    Environmental Science · #Species Distribution and Climate Change
  24. DataS3: Dataset Subset Selection for Specialization
    2025/04/22 by Hulkund, Neha, Maalouf, Alaa, Cai, Levi +15 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  25. Consensus-Driven Active Model Selection
    2025/07/31 by Kay, Justin, Van Horn, Grant, Maji, Subhransu +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)