Paul Swoboda
Titel
Zitiert von
Jahr
RAMA: A Rapid Multicut Algorithm on GPU
A Abbas, P Swoboda
arXiv preprint arXiv:2109.01838, 2021
2021
Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths
A Hornakova, T Kaiser, P Swoboda, M Rolinek, B Rosenhahn, ...
arXiv preprint arXiv:2108.10606, 2021
2021
Efficient Message Passing for 0–1 ILPs with Binary Decision Diagrams
JH Lange, P Swoboda
International Conference on Machine Learning, 6000-6010, 2021
2021
Combinatorial Optimization for Panoptic Segmentation: An End-to-End Trainable Approach
A Abbas, P Swoboda
arXiv preprint arXiv:2106.03188, 2021
12021
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
382020
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
242020
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
12020
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
52019
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
162019
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
52019
MAP inference via block-coordinate Frank-Wolfe algorithm
P Swoboda, V Kolmogorov
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
102019
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
Thirty-Second AAAI Conference on Artificial Intelligence, 2018
92018
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
32017
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
A study of lagrangean decompositions and dual ascent solvers for graph matching
P Swoboda, C Rother, H Abu Alhaija, D Kainmuller, B Savchynskyy
Proceedings of the IEEE conference on computer vision and pattern …, 2017
332017
A message passing algorithm for the minimum cost multicut problem
P Swoboda, B Andres
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
222017
A dual ascent framework for Lagrangean decomposition of combinatorial problems
P Swoboda, J Kuske, B Savchynskyy
Proceedings of the IEEE conference on computer vision and pattern …, 2017
202017
Multicuts and perturb & MAP for probabilistic graph clustering
JH Kappes, P Swoboda, B Savchynskyy, T Hazan, C Schnörr
Journal of Mathematical Imaging and Vision 56 (2), 221-237, 2016
72016
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