Self-Similarity Priors: Neural Collages as Differentiable Fractal Representations.
Michael PoliWinnie XuStefano MassaroliChenlin MengKuno KimStefano ErmonPublished in: NeurIPS (2022)
Keyphrases
- fractal dimension
- distributed representations
- network architecture
- neural network
- fractal analysis
- texture analysis
- image compression
- natural images
- prior knowledge
- artificial neural
- box counting
- bio inspired
- nonlinear predictive control
- iterated function systems
- internal representations
- objective function
- prior information
- neural model
- multiscale
- decision trees
- real time
- learned from training data
- bayesian framework
- loss function