Paul Swoboda
Kolmogorov Group
9 Publications
2019 | Published | Conference Paper | IST-REx-ID: 7468 |
Map inference via block-coordinate Frank-Wolfe algorithm
P. Swoboda, V. Kolmogorov, in:, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, IEEE, 2019.
[Preprint]
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| arXiv
P. Swoboda, V. Kolmogorov, in:, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, IEEE, 2019.
2018 | Published | Conference Paper | IST-REx-ID: 5978 |
Exact MAP-inference by confining combinatorial search with LP relaxation
S. Haller, P. Swoboda, B. Savchynskyy, in:, Proceedings of the 32st AAAI Conference on Artificial Intelligence, AAAI Press, 2018, pp. 6581–6588.
[Preprint]
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| Download Preprint (ext.)
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S. Haller, P. Swoboda, B. Savchynskyy, in:, Proceedings of the 32st AAAI Conference on Artificial Intelligence, AAAI Press, 2018, pp. 6581–6588.
2018 | Published | Journal Article | IST-REx-ID: 703 |
Maximum persistency via iterative relaxed inference with graphical models
A. Shekhovtsov, P. Swoboda, B. Savchynskyy, IEEE Transactions on Pattern Analysis and Machine Intelligence 40 (2018) 1668–1682.
[Preprint]
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| arXiv
A. Shekhovtsov, P. Swoboda, B. Savchynskyy, IEEE Transactions on Pattern Analysis and Machine Intelligence 40 (2018) 1668–1682.
2017 | Published | Conference Paper | IST-REx-ID: 641
Graphical model parameter learning by inverse linear programming
V. Trajkovska, P. Swoboda, F. Åström, S. Petra, in:, F. Lauze, Y. Dong, A. Bjorholm Dahl (Eds.), Springer, 2017, pp. 323–334.
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| DOI
V. Trajkovska, P. Swoboda, F. Åström, S. Petra, in:, F. Lauze, Y. Dong, A. Bjorholm Dahl (Eds.), Springer, 2017, pp. 323–334.
2017 | Published | Conference Paper | IST-REx-ID: 646 |
A novel convex relaxation for non binary discrete tomography
J. Kuske, P. Swoboda, S. Petra, in:, F. Lauze, Y. Dong, A. Bjorholm Dahl (Eds.), Springer, 2017, pp. 235–246.
[Submitted Version]
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J. Kuske, P. Swoboda, S. Petra, in:, F. Lauze, Y. Dong, A. Bjorholm Dahl (Eds.), Springer, 2017, pp. 235–246.
2017 | Published | Conference Paper | IST-REx-ID: 916 |
A study of lagrangean decompositions and dual ascent solvers for graph matching
P. Swoboda, C. Rother, C. Abu Alhaija, D. Kainmueller, B. Savchynskyy, in:, IEEE, 2017, pp. 7062–7071.
[Submitted Version]
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| Files available
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| WoS
P. Swoboda, C. Rother, C. Abu Alhaija, D. Kainmueller, B. Savchynskyy, in:, IEEE, 2017, pp. 7062–7071.
2017 | Published | Conference Paper | IST-REx-ID: 915 |
A message passing algorithm for the minimum cost multicut problem
P. Swoboda, B. Andres, in:, IEEE, 2017, pp. 4990–4999.
[Submitted Version]
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| WoS
P. Swoboda, B. Andres, in:, IEEE, 2017, pp. 4990–4999.
2017 | Published | Conference Paper | IST-REx-ID: 917 |
A dual ascent framework for Lagrangean decomposition of combinatorial problems
P. Swoboda, J. Kuske, B. Savchynskyy, in:, IEEE, 2017, pp. 4950–4960.
[Submitted Version]
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| Files available
| DOI
| WoS
P. Swoboda, J. Kuske, B. Savchynskyy, in:, IEEE, 2017, pp. 4950–4960.
2016 | Research Data | IST-REx-ID: 5557 |
Synthetic discrete tomography problems
P. Swoboda, (2016).
[Published Version]
View
| Files available
| DOI
P. Swoboda, (2016).
Grants
9 Publications
2019 | Published | Conference Paper | IST-REx-ID: 7468 |
Map inference via block-coordinate Frank-Wolfe algorithm
P. Swoboda, V. Kolmogorov, in:, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, IEEE, 2019.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| WoS
| arXiv
P. Swoboda, V. Kolmogorov, in:, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, IEEE, 2019.
2018 | Published | Conference Paper | IST-REx-ID: 5978 |
Exact MAP-inference by confining combinatorial search with LP relaxation
S. Haller, P. Swoboda, B. Savchynskyy, in:, Proceedings of the 32st AAAI Conference on Artificial Intelligence, AAAI Press, 2018, pp. 6581–6588.
[Preprint]
View
| Download Preprint (ext.)
| WoS
| arXiv
S. Haller, P. Swoboda, B. Savchynskyy, in:, Proceedings of the 32st AAAI Conference on Artificial Intelligence, AAAI Press, 2018, pp. 6581–6588.
2018 | Published | Journal Article | IST-REx-ID: 703 |
Maximum persistency via iterative relaxed inference with graphical models
A. Shekhovtsov, P. Swoboda, B. Savchynskyy, IEEE Transactions on Pattern Analysis and Machine Intelligence 40 (2018) 1668–1682.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
A. Shekhovtsov, P. Swoboda, B. Savchynskyy, IEEE Transactions on Pattern Analysis and Machine Intelligence 40 (2018) 1668–1682.
2017 | Published | Conference Paper | IST-REx-ID: 641
Graphical model parameter learning by inverse linear programming
V. Trajkovska, P. Swoboda, F. Åström, S. Petra, in:, F. Lauze, Y. Dong, A. Bjorholm Dahl (Eds.), Springer, 2017, pp. 323–334.
View
| DOI
V. Trajkovska, P. Swoboda, F. Åström, S. Petra, in:, F. Lauze, Y. Dong, A. Bjorholm Dahl (Eds.), Springer, 2017, pp. 323–334.
2017 | Published | Conference Paper | IST-REx-ID: 646 |
A novel convex relaxation for non binary discrete tomography
J. Kuske, P. Swoboda, S. Petra, in:, F. Lauze, Y. Dong, A. Bjorholm Dahl (Eds.), Springer, 2017, pp. 235–246.
[Submitted Version]
View
| DOI
| Download Submitted Version (ext.)
J. Kuske, P. Swoboda, S. Petra, in:, F. Lauze, Y. Dong, A. Bjorholm Dahl (Eds.), Springer, 2017, pp. 235–246.
2017 | Published | Conference Paper | IST-REx-ID: 916 |
A study of lagrangean decompositions and dual ascent solvers for graph matching
P. Swoboda, C. Rother, C. Abu Alhaija, D. Kainmueller, B. Savchynskyy, in:, IEEE, 2017, pp. 7062–7071.
[Submitted Version]
View
| Files available
| DOI
| WoS
P. Swoboda, C. Rother, C. Abu Alhaija, D. Kainmueller, B. Savchynskyy, in:, IEEE, 2017, pp. 7062–7071.
2017 | Published | Conference Paper | IST-REx-ID: 915 |
A message passing algorithm for the minimum cost multicut problem
P. Swoboda, B. Andres, in:, IEEE, 2017, pp. 4990–4999.
[Submitted Version]
View
| Files available
| DOI
| WoS
P. Swoboda, B. Andres, in:, IEEE, 2017, pp. 4990–4999.
2017 | Published | Conference Paper | IST-REx-ID: 917 |
A dual ascent framework for Lagrangean decomposition of combinatorial problems
P. Swoboda, J. Kuske, B. Savchynskyy, in:, IEEE, 2017, pp. 4950–4960.
[Submitted Version]
View
| Files available
| DOI
| WoS
P. Swoboda, J. Kuske, B. Savchynskyy, in:, IEEE, 2017, pp. 4950–4960.
2016 | Research Data | IST-REx-ID: 5557 |
Synthetic discrete tomography problems
P. Swoboda, (2016).
[Published Version]
View
| Files available
| DOI
P. Swoboda, (2016).