Explaining Self-Supervised Image Representations with Visual Probing.
Dominika BasajWitold OleszkiewiczIgor SieradzkiMichal GórszczakBarbara RychalskaTomasz TrzcinskiBartosz ZielinskiPublished in: IJCAI (2021)
Keyphrases
- image representation
- image classification
- multiscale
- image content
- bag of words
- feature representations
- visual information
- image retrieval
- quadtree
- object recognition
- visual words
- image features
- feature space
- visual features
- visual vocabulary
- spatial pyramid
- low level features
- representation scheme
- scene classification
- hierarchical structure
- bag of features
- region segmentation
- receptive fields
- face recognition
- high level
- machine learning
- scene recognition
- visual tasks
- visual content
- sparse coding
- recognition rate
- high dimensional
- feature selection