End-to-end Training of CNN-CRF via Differentiable Dual-Decomposition

1 code implementation • 6 Dec 2019 • Shaofei Wang, Vishnu Lokhande, Maneesh Singh, Konrad Kording, Julian Yarkony

These algorithms can efficiently and exactly solve sub-problems and directly optimize a convex upper bound of the real problem, providing optimality certificates on the way.

Image Segmentation Semantic Segmentation