Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision.
Priya GoyalQuentin DuvalIsaac SeesselMathilde CaronIshan MisraLevent SagunArmand JoulinPiotr BojanowskiPublished in: CoRR (2022)
Keyphrases
- image data
- image database
- rigid body
- input image
- image retrieval
- image collections
- image analysis
- ground truth
- image features
- image noise
- image statistics
- test images
- multiple images
- random fields
- image registration
- object recognition
- geometric distortions
- image classification
- image matching
- feature descriptors
- three dimensional
- illumination conditions
- image set
- region of interest
- image regions
- parametric models
- natural images
- vision system
- registration errors
- similarity measure
- computer vision
- geometric models