Image Representations Learned With Unsupervised Pre-Training Contain Human-like Biases.
Ryan SteedAylin CaliskanPublished in: FAccT (2021)
Keyphrases
- image representation
- multiscale
- image classification
- object recognition
- supervised learning
- bag of words
- unsupervised manner
- representation scheme
- feature representations
- image features
- image retrieval
- receptive fields
- image content
- semi supervised
- visual words
- feature space
- scene recognition
- hierarchical structure
- training set
- training samples
- unsupervised learning
- low level features
- quadtree
- visual recognition tasks
- scene classification
- cbir systems
- sparse coding
- sparse representation
- training examples
- image database
- co occurrence