Exemplary Natural Images Explain CNN Activations Better than State-of-the-Art Feature Visualization.
Judy BorowskiRoland Simon ZimmermannJudith SchepersRobert GeirhosThomas S. A. WallisMatthias BethgeWieland BrendelPublished in: ICLR (2021)
Keyphrases
- natural images
- natural scenes
- multiscale
- higher order
- denoising
- image patches
- image denoising
- object recognition
- sparse coding
- input image
- scale invariant
- power spectrum
- test images
- receptive fields
- image statistics
- visual patterns
- image features
- natural image statistics
- feature vectors
- statistics of natural images
- saliency map
- visual cortex
- prior models
- learning algorithm
- feature set
- natural textures