MetaShift
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  • Getting Started: Download MetaShift
    • Download MetaShift Github Repo
    • Downlaod Base Dataset: Visual Genome
    • Understanding dataset/meta_data/full-candidate-subsets.pkl
    • Generate the Full MetaShift Dataset
    • Section 4.2: Evaluating Subpopulation Shifts
      • Output files (mixed version: for reproducing experiments)
      • Output files (unmixed version, for other potential uses)
    • Appendix D: Constructing MetaShift from COCO Dataset
      • Install COCO Dependencies
      • COCO Data preparation
      • Output files (mixed version: for reproducing experiments)
    • Section 4.1: Evaluating Domain Generalization
      • Output files (cat vs. dog, unmixed version)
    • Code for Distribution Shift Experiments
    • Citation
  • Preview: Example Images in MetaShift
    • Presence/Absence of Other Objects
    • General Contexts (Locations and Weather)
    • Object Attributes
    • More Examples of Meta-graphs
    • Citation
  • Applications of MetaShift
    • Application: Evaluating Distribution Shifts
    • Application: Evaluating Subpopulation Shifts
    • Application: Accessing Training Conflicts
    • Citation
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