Distribution Shift Matters for Knowledge Distillation with Webly Collected Images.
Jialiang TangShuo ChenGang NiuMasashi SugiyamaChen GongPublished in: ICCV (2023)
Keyphrases
- image database
- test images
- image features
- input image
- domain knowledge
- image classification
- image data
- spatial distribution
- image collections
- acquisition process
- image analysis
- knowledge base
- prior knowledge
- ground truth
- feature points
- segmentation method
- three dimensional
- image registration
- rigid body
- original images
- multiple images
- illumination conditions
- object recognition
- similarity measure
- image set
- image pixels
- gradient vectors
- lighting conditions
- computer graphics
- segmentation algorithm
- knowledge acquisition
- edge detection
- knowledge management
- knowledge representation
- image retrieval
- feature space
- multiscale