Distribution Shift Matters for Knowledge Distillation with Webly Collected Images.
Jialiang TangShuo ChenGang NiuMasashi SugiyamaChen GongPublished in: CoRR (2023)
Keyphrases
- image data
- input image
- images collected
- image registration
- image analysis
- image database
- three dimensional
- expert systems
- image features
- ground truth
- image collections
- rigid body
- knowledge acquisition
- acquisition process
- image retrieval
- feature points
- knowledge base
- spatial distribution
- prior knowledge
- illumination conditions
- original images
- image quality
- test images
- computer graphics
- image classification
- knowledge representation
- domain knowledge
- object recognition
- image regions
- spatial information
- image matching
- raw data
- image set
- computer vision
- multiple images
- probability distribution
- multiresolution
- intensity difference