Differentiable visual computing for inverse problems and machine learning.
Andrew SpielbergFangcheng ZhongKonstantinos RematasKrishna Murthy JatavallabhulaCengiz ÖztireliTzu-Mao LiDerek NowrouzezahraiPublished in: Nat. Mac. Intell. (2023)
Keyphrases
- inverse problems
- machine learning
- global optimization
- image reconstruction
- convex optimization
- optimization methods
- optimization problems
- emission tomography
- pattern recognition
- objective function
- computer vision
- computationally expensive
- smoothness constraint
- early vision
- spatial information
- loss function
- graph cuts
- cost function