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Paul Swoboda
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Zitiert von
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A Scalable Combinatorial Solver for Elastic Geometrically Consistent 3D Shape Matching
P Roetzer, P Swoboda, D Cremers, F Bernard
arXiv preprint arXiv:2204.12805, 2022
2022
Structured Prediction Problem Archive
P Swoboda, A Hornakova, P Roetzer, A Abbas
arXiv preprint arXiv:2202.03574, 2022
2022
Combinatorial Optimization for Panoptic Segmentation: A Fully Differentiable Approach
A Abbas, P Swoboda
Advances in Neural Information Processing Systems 34, 2021
1*2021
LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking
DMH Nguyen, R Henschel, B Rosenhahn, D Sonntag, P Swoboda
arXiv preprint arXiv:2111.11892, 2021
2021
FastDOG: Fast Discrete Optimization on GPU
A Abbas, P Swoboda
arXiv preprint arXiv:2111.10270, 2021
2021
RAMA: A Rapid Multicut Algorithm on GPU
A Abbas, P Swoboda
arXiv preprint arXiv:2109.01838, 2021
12021
Efficient message passing for 0–1 ILPs with binary decision diagrams
JH Lange, P Swoboda
International Conference on Machine Learning, 6000-6010, 2021
32021
Making higher order MOT scalable: An efficient approximate solver for lifted disjoint paths
A Hornakova, T Kaiser, P Swoboda, M Rolinek, B Rosenhahn, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
62021
Lifted disjoint paths with application in multiple object tracking
A Hornakova, R Henschel, B Rosenhahn, P Swoboda
International Conference on Machine Learning, 4364-4375, 2020
652020
Deep graph matching via blackbox differentiation of combinatorial solvers
M Rolínek, P Swoboda, D Zietlow, A Paulus, V Musil, G Martius
European Conference on Computer Vision, 407-424, 2020
372020
A primal-dual solver for large-scale tracking-by-assignment
S Haller, M Prakash, L Hutschenreiter, T Pietzsch, C Rother, F Jug, ...
International Conference on Artificial Intelligence and Statistics, 2539-2549, 2020
42020
Hippi: Higher-order projected power iterations for scalable multi-matching
F Bernard, J Thunberg, P Swoboda, C Theobalt
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
152019
A convex relaxation for multi-graph matching
P Swoboda, A Mokarian, C Theobalt, F Bernard
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
232019
Bottleneck potentials in Markov random fields
A Abbas, P Swoboda
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
12019
Combinatorial persistency criteria for multicut and max-cut
JH Lange, B Andres, P Swoboda
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
72019
MAP inference via block-coordinate Frank-Wolfe algorithm
P Swoboda, V Kolmogorov
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
122019
Higher-order Projected Power Iterations for Scalable Multi-Matching
F Bernard, J Thunberg, P Swoboda, C Theobalt
arXiv preprint arXiv:1811.10541, 2018
2018
Exact map-inference by confining combinatorial search with LP relaxation
S Haller, P Swoboda, B Savchynskyy
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
112018
Graphical model parameter learning by inverse linear programming
V Trajkovska, P Swoboda, F Åström, S Petra
International Conference on Scale Space and Variational Methods in Computer …, 2017
42017
A novel convex relaxation for non-binary discrete tomography
J Kuske, P Swoboda, S Petra
International Conference on Scale Space and Variational Methods in Computer …, 2017
72017
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