Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representations.
Tianlu WangJieyu ZhaoMark YatskarKai-Wei ChangVicente OrdonezPublished in: ICCV (2019)
Keyphrases
- image representation
- multiscale
- visual recognition tasks
- image classification
- bag of words
- representation scheme
- visual recognition
- image content
- feature representations
- object recognition
- image retrieval
- image features
- scene classification
- visual words
- quadtree
- region segmentation
- feature space
- hierarchical structure
- low level features
- image classification and retrieval
- benchmark datasets
- sparse coding
- receptive fields
- cbir systems
- visual features