A Sober Look at the Unsupervised Learning of Disentangled Representations and their Evaluation.
Francesco LocatelloStefan BauerMario LucicGunnar RätschSylvain GellyBernhard SchölkopfOlivier BachemPublished in: J. Mach. Learn. Res. (2020)
Keyphrases
- unsupervised learning
- supervised learning
- data sets
- evaluation criteria
- higher level
- deep learning
- evaluation process
- evaluation model
- evaluation methods
- evaluation method
- information retrieval systems
- pairwise
- pattern recognition
- training data
- decision making
- information systems
- computer vision
- genetic algorithm
- information retrieval
- real world