Total Variational Denoising

[yonatanwesen]

• reformulate TDV(as given https://eeweb.engineering.nyu.edu/iselesni/lecture_notes/TVDmm/TVDmm.pdf as Linear Complementarity Problem
• Learn the difference operator
• Train a neural LCP model and compare against https://github.com/locuslab/optnet/tree/master/denoising