no code implementations • 21 Jun 2022 • Patrick M. Jensen, Udaranga Wickramasinghe, Anders B. Dahl, Pascal Fua, Vedrana A. Dahl
During training the latent vectors are constrained to have the same value, which avoids overfitting.
1 code implementation • 1 Feb 2022 • Patrick M. Jensen, Niels Jeppesen, Anders B. Dahl, Vedrana A. Dahl
We focus on generic algorithms, i. e., for unstructured graphs, but also compare with the specialized GridCut implementation.
no code implementations • 7 Jun 2021 • Udaranga Wickramasinghe, Patrick M. Jensen, Mian Shah, Jiancheng Yang, Pascal Fua
There are many approaches to weakly-supervised training of networks to segment 2D images.
no code implementations • ICCV 2021 • Niels Jeppesen, Patrick M. Jensen, Anders N. Christensen, Anders B. Dahl, Vedrana A. Dahl
We introduce a parallel version of the Quadratic Pseudo-Boolean Optimization (QPBO) algorithm for solving binary optimization tasks, such as image segmentation.