β-VAEs can retain label information even at high compression.
Emily FertigAryan ArbabiAlexander A. AlemiPublished in: CoRR (2018)
Keyphrases
- label information
- high compression
- image compression
- data compression
- semi supervised
- dimensionality reduction
- compression rate
- training data
- labeled data
- low bit rate
- distance metric
- class labels
- unlabeled data
- lossless compression
- geometric structure
- compressed images
- transfer learning
- multiple types
- visual quality
- bit rate
- compression ratio
- semi supervised learning
- active learning
- high frequency
- target domain
- feature space
- wavelet transform
- cross domain
- compression algorithm