Michal Rolínek

According to our database, Michal Rolínek authored at least 21 papers between 2013 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Demystifying Inductive Biases for β-VAE Based Architectures.

Dominik Zietlow, Michal Rolínek, Georg Martius

CoRR, 2021

Planning from Pixels in Environments with Combinatorially Hard Search Spaces.

Marco Bagatella, Miroslav Olsák, Michal Rolínek, Georg Martius

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Demystifying Inductive Biases for (Beta-)VAE Based Architectures.

Dominik Zietlow, Michal Rolínek, Georg Martius

Proceedings of the 38th International Conference on Machine Learning, 2021

CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints.

Anselm Paulus, Michal Rolínek, Vít Musil, Brandon Amos, Georg Martius

Proceedings of the 38th International Conference on Machine Learning, 2021

Neuro-algorithmic Policies Enable Fast Combinatorial Generalization.

Marin Vlastelica P., Michal Rolínek, Georg Martius

Proceedings of the 38th International Conference on Machine Learning, 2021

Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths.

Andrea Hornáková, Timo Kaiser, Paul Swoboda, Michal Rolínek, Bodo Rosenhahn, Roberto Henschel

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Differentiation of Blackbox Combinatorial Solvers.

Marin Vlastelica Pogancic, Anselm Paulus, Vít Musil, Georg Martius, Michal Rolínek

Proceedings of the 8th International Conference on Learning Representations, 2020

Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers.

Michal Rolínek, Paul Swoboda, Dominik Zietlow, Anselm Paulus, Vít Musil, Georg Martius

Proceedings of the Computer Vision - ECCV 2020, 2020

Optimizing Rank-Based Metrics With Blackbox Differentiation.

Michal Rolínek, Vít Musil, Anselm Paulus, Marin Vlastelica P., Claudio Michaelis, Georg Martius

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Sample-efficient Cross-Entropy Method for Real-time Planning.

Cristina Pinneri, Shambhuraj Sawant, Sebastian Blaes, Jan Achterhold, Joerg Stueckler, Michal Rolínek, Georg Martius

Proceedings of the 4th Conference on Robot Learning, 2020

2019

Even Delta-Matroids and the Complexity of Planar Boolean CSPs.

Alexandr Kazda, Vladimir Kolmogorov, Michal Rolínek

ACM Trans. Algorithms, 2019

Variational Autoencoders Pursue PCA Directions (by Accident).

Michal Rolínek, Dominik Zietlow, Georg Martius

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Superconcentrators of Density 25.3.

Vladimir Kolmogorov, Michal Rolínek

Ars Comb., 2018

L4: Practical loss-based stepsize adaptation for deep learning.

Michal Rolínek, Georg Martius

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Efficient Optimization for Rank-Based Loss Functions.

Pritish Mohapatra, Michal Rolínek, C. V. Jawahar, Vladimir Kolmogorov, M. Pawan Kumar

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

The Complexity of General-Valued CSPs.

Vladimir Kolmogorov, Andrei A. Krokhin, Michal Rolínek

SIAM J. Comput., 2017

2016

Total Variation on a Tree.

Vladimir Kolmogorov, Thomas Pock, Michal Rolínek

SIAM J. Imaging Sci., 2016

On the Memory-Hardness of Data-Independent Password-Hashing Functions.

Joël Alwen, Peter Gazi, Chethan Kamath, Karen Klein, Georg Osang, Krzysztof Pietrzak, Leonid Reyzin, Michal Rolínek, Michal Rybár

IACR Cryptol. ePrint Arch., 2016

2015

Effectiveness of Structural Restrictions for Hybrid CSPs.

Vladimir Kolmogorov, Michal Rolínek, Rustem Takhanov

Proceedings of the Algorithms and Computation - 26th International Symposium, 2015

2013

107 Geometry Problems - From The AwesomeMath Year-Round Program.

Titu Andreescu, Michal Rolínek, Josef Tkadlec

XYZ Press, ISBN: 978-0-9799269-7-6, 2013

106 Geometry Problems - From The AwesomeMath Summer Program.

Titu Andreescu, Michal Rolínek, Josef Tkadlec

XYZ Press, ISBN: 978-0-9799269-4-5, 2013