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Cole, Elijah

  1. 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
  2. Spatial Implicit Neural Representations for Global-Scale Species Mapping
    2023/06/05 by Elijah Cole, Cole, Elijah, Grant Van Horn +15 · 3 voices · 10 citations
    Environmental Science · #Species Distribution and Climate Change #Wildlife Ecology and Conservation #Wildlife-Road Interactions and Conservation #cs.CV #cs.LG
  3. Multi-Label Learning from Single Positive Labels
    2021/06/17 by Elijah Cole, Oisin Mac Aodha, Cole, Elijah +9 · 9 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Bioinformatics #Text and Document Classification Technologies
  4. Presence-Only Geographical Priors for Fine-Grained Image Classification
    2019/06/12 by Mac Aodha, Oisin, Cole, Elijah, Perona, Pietro · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. The iWildCam 2021 Competition Dataset
    2021/05/07 by Sara Beery, Beery, Sara, Agarwal, Arushi +3 · 8 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. 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
  7. When Does Contrastive Visual Representation Learning Work?
    2021/05/12 by Elijah Cole, Cole, Elijah, Xuan Yang +7 · 3 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  8. 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)
  9. Combining Observational Data and Language for Species Range Estimation
    2024/10/14 by Max Hamilton, Hamilton, Max, Christian Lange +14 · 2 voices · 3 citations
    Biochemistry, Genetics and Molecular Biology · Environmental Science · #Genetic diversity and population structure #Species Distribution and Climate Change #Wildlife Ecology and Conservation #cs.DB #cs.LG
  10. A Closer Look at Benchmarking Self-Supervised Pre-training with Image Classification
    2024/07/16 by Markus Marks, Manuel Knott, Marks, Markus +11 · 3 citations
    Psychology · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Resource Development and Performance Evaluation
  11. The GeoLifeCLEF 2020 Dataset
    2020/04/08 by Elijah Cole, Cole, Elijah, Benjamin Deneu +15 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Genomics and Phylogenetic Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Species Distribution and Climate Change #Wildlife Ecology and Conservation
  12. WildSAT: Learning Satellite Image Representations from Wildlife Observations
    2024/12/19 by Daroya, Rangel, Cole, Elijah, Mac Aodha, Oisin +2 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
  13. On Label Granularity and Object Localization
    2022/07/20 by Elijah Cole, Michael J. Wilber, Cole, Elijah +15 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  14. Understanding Label Bias in Single Positive Multi-Label Learning
    2023/05/24 by J. Gámez Arroyo, Pietro Perona, Arroyo, Julio +3 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Text and Document Classification Technologies
  15. Active Learning-Based Species Range Estimation
    2023/11/03 by Lange, Christian, Cole, Elijah, Van Horn, Grant +1 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)