Training CNNs with Low-Rank Filters for Efficient Image Classification.
Yani IoannouDuncan P. RobertsonJamie ShottonRoberto CipollaAntonio CriminisiPublished in: ICLR (Poster) (2016)
Keyphrases
- low rank
- image classification
- missing data
- matrix factorization
- linear combination
- singular value decomposition
- kernel matrix
- semi supervised
- bag of words
- rank minimization
- matrix completion
- convex optimization
- trace norm
- low rank matrix
- high order
- feature extraction
- matrix decomposition
- low rank matrices
- image segmentation
- image representation
- training set
- kernel methods
- small number
- wavelet transform
- machine learning
- robust principal component analysis