Goal-oriented Uncertainty Quantification for Inverse Problems via Variational Encoder-Decoder Networks.

Babak Maboudi Afkham Julianne Chung Matthias Chung

Published in: CoRR (2023)

Keyphrases

goal oriented
inverse problems
image reconstruction
decoding process
low complexity
convex optimization
distributed video coding
video codec

global optimization
requirements analysis
error control
regularization methods
optimization problems
noisy channel
motion estimation

rate distortion
video coding
optimization methods
wyner ziv
early vision
image segmentation
partial differential equations

bit rate
smoothness constraint
optical flow
successive approximation
computationally expensive
super resolution
image processing