Spectral Smoothing Unveils Phase Transitions in Hierarchical Variational Autoencoders.
Adeel PervezEfstratios GavvesPublished in: ICML (2021)
Keyphrases
- phase transition
- constraint satisfaction
- random constraint satisfaction problems
- satisfiability problem
- randomly generated
- denoising
- combinatorial problems
- random instances
- np complete
- image segmentation
- sat problem
- total variation regularization
- hard problems
- graph coloring
- robust statistics
- pitman yor process
- stochastic local search
- np complete problems
- optical flow
- random sat
- hierarchical models
- learning algorithm