Learned Step Size Quantization.
Steven K. EsserJeffrey L. McKinstryDeepika BablaniRathinakumar AppuswamyDharmendra S. ModhaPublished in: CoRR (2019)
Keyphrases
- step size
- quantization step
- cost function
- convergence rate
- convergence speed
- evolutionary programming
- hessian matrix
- steepest descent method
- faster convergence
- variable step size
- rate control
- gradient method
- image segmentation
- line search
- post processing
- adaptive filter
- dct domain
- stochastic gradient descent
- computer vision
- wavelet coefficients
- image processing