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Paul Swoboda
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ClusterFuG: Clustering Fully connected Graphs by Multicut
A Abbas, P Swoboda
arXiv preprint arXiv:2301.12159, 2023
12023
Joint Self-Supervised Image-Volume Representation Learning with Intra-Inter Contrastive Clustering
DMH Nguyen, H Nguyen, MTN Truong, T Cao, BT Nguyen, N Ho, ...
arXiv preprint arXiv:2212.01893, 2022
12022
A comparative study of graph matching algorithms in computer vision
S Haller, L Feineis, L Hutschenreiter, F Bernard, C Rother, D Kainmüller, ...
Computer Vision–ECCV 2022: 17th European Conference, Tel Aviv, Israel …, 2022
12022
DOGE-Train: Discrete Optimization on GPU with End-to-end Training
A Abbas, P Swoboda
arXiv preprint arXiv:2205.11638, 2022
22022
Structured prediction problem archive
P Swoboda, A Hornakova, P Roetzer, B Savchynskyy, A Abbas
arXiv preprint arXiv:2202.03574, 2022
32022
A scalable combinatorial solver for elastic geometrically consistent 3d shape matching
P Roetzer, P Swoboda, D Cremers, F Bernard
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
32022
FastDOG: Fast discrete optimization on GPU
A Abbas, P Swoboda
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
32022
LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking
DMH Nguyen, R Henschel, B Rosenhahn, D Sonntag, P Swoboda
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
42022
RAMA: A Rapid Multicut Algorithm on GPU
A Abbas, P Swoboda
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
42022
Combinatorial optimization for panoptic segmentation: A fully differentiable approach
A Abbas, P Swoboda
Advances in Neural Information Processing Systems 34, 15635-15649, 2021
7*2021
Efficient message passing for 0–1 ILPs with binary decision diagrams
JH Lange, P Swoboda
International Conference on Machine Learning, 6000-6010, 2021
92021
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
252021
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
1082020
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
72020
Deep graph matching via blackbox differentiation of combinatorial solvers
M Rolínek, P Swoboda, D Zietlow, A Paulus, V Musil, G Martius
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
792020
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
312019
Bottleneck potentials in Markov random fields
A Abbas, P Swoboda
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
22019
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
112019
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
282019
MAP inference via block-coordinate Frank-Wolfe algorithm
P Swoboda, V Kolmogorov
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
182019
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