Piecewise linear activations substantially shape the loss surfaces of neural networks.
Fengxiang HeBohan WangDacheng TaoPublished in: CoRR (2020)
Keyphrases
- piecewise linear
- neural network
- principal curves
- smooth curves
- surface shape
- free form surfaces
- chaotic map
- dynamic programming
- finite sets
- pattern recognition
- shape descriptors
- shape model
- regression algorithm
- shape representation
- surface registration
- genetic algorithm
- data sets
- k nearest neighbor
- surface orientation
- surface reconstruction
- surface meshes
- range data
- range images
- image processing