Identifiable Variational Autoencoders via Sparse Decoding.
Gemma E. MoranDhanya SridharYixin WangDavid M. BleiPublished in: CoRR (2021)
Keyphrases
- denoising
- basis pursuit
- decoding process
- optical flow
- optical flow computation
- sparse data
- image segmentation
- compressed sensing
- neural network
- restricted boltzmann machine
- decoding algorithm
- variational framework
- sparse representation
- high dimensional
- machine learning
- data sets
- random projections
- dictionary learning
- total variation
- sparse coding
- bayesian networks
- sparse matrix