Goal-oriented Uncertainty Quantification for Inverse Problems via Variational Encoder-Decoder Networks.
Babak Maboudi AfkhamJulianne ChungMatthias ChungPublished 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