SVCCA: Singular Vector Canonical Correlation Analysis for Deep Learning Dynamics and Interpretability.
Maithra RaghuJustin GilmerJason YosinskiJascha Sohl-DicksteinPublished in: NIPS (2017)
Keyphrases
- deep learning
- canonical correlation analysis
- least squares
- canonical correlations
- unsupervised learning
- machine learning
- partial least squares
- weakly supervised
- mental models
- feature vectors
- equivalence relationship
- computer vision
- natural images
- knn
- dimensionality reduction methods
- feature space
- image processing
- information retrieval