From Hard to Soft: Understanding Deep Network Nonlinearities via Vector Quantization and Statistical Inference.
Randall BalestrieroRichard G. BaraniukPublished in: ICLR (Poster) (2019)
Keyphrases
- vector quantization
- statistical inference
- image compression
- vector quantizer
- reduced complexity
- statistical learning
- input vector
- distortion measure
- model selection
- graphical models
- neural gas
- bayesian inference
- fractal image compression
- codebook design
- finite state vector quantization
- wavelet transform
- reinforcement learning
- statistical analysis
- fractal image coding
- feature extraction
- successive approximation
- neural network