Michal Rolínek

40 papers A* 12A 1B 1Misc 1Journal 22Unranked 1

Year	Rank	Type	Title / Venue / Authors
2021	A*	`conf`	CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints. ICML Anselm Paulus, Michal Rolínek, Vít Musil, Brandon Amos, Georg Martius
2021	J	`jnl`	CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints. CoRR Anselm Paulus, Michal Rolínek, Vít Musil, Brandon Amos, Georg Martius
2021	A*	`conf`	Demystifying Inductive Biases for (Beta-)VAE Based Architectures. ICML Dominik Zietlow, Michal Rolínek, Georg Martius
2021	J	`jnl`	Demystifying Inductive Biases for β-VAE Based Architectures. CoRR Dominik Zietlow, Michal Rolínek, Georg Martius
2021	A*	`conf`	Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths. ICCV Andrea Hornáková, Timo Kaiser, Paul Swoboda, Michal Rolínek, Bodo Rosenhahn, Roberto Henschel
2021	J	`jnl`	Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths. CoRR Andrea Hornáková, Timo Kaiser, Paul Swoboda, Michal Rolínek, Bodo Rosenhahn, Roberto Henschel
2021	A*	`conf`	Neuro-algorithmic Policies Enable Fast Combinatorial Generalization. ICML Marin Vlastelica P., Michal Rolínek, Georg Martius
2021	J	`jnl`	Neuro-algorithmic Policies enable Fast Combinatorial Generalization. CoRR Marin Vlastelica Pogancic, Michal Rolínek, Georg Martius
2021	A*	`conf`	Planning from Pixels in Environments with Combinatorially Hard Search Spaces. NeurIPS Marco Bagatella, Miroslav Olsák, Michal Rolínek, Georg Martius
2021	J	`jnl`	Planning from Pixels in Environments with Combinatorially Hard Search Spaces. CoRR Marco Bagatella, Mirek Olsák, Michal Rolínek, Georg Martius
2020	—	`conf`	Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers. ECCV (28) Michal Rolínek, Paul Swoboda, Dominik Zietlow, Anselm Paulus, Vít Musil, Georg Martius
2020	J	`jnl`	Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers. CoRR Michal Rolínek, Paul Swoboda, Dominik Zietlow, Anselm Paulus, Vít Musil, Georg Martius
2020	A*	`conf`	Differentiation of Blackbox Combinatorial Solvers. ICLR Marin Vlastelica Pogancic, Anselm Paulus, Vít Musil, Georg Martius, Michal Rolínek
2020	A*	`conf`	Optimizing Rank-Based Metrics With Blackbox Differentiation. CVPR Michal Rolínek, Vít Musil, Anselm Paulus, Marin Vlastelica P., Claudio Michaelis, Georg Martius
2020	Misc	`conf`	Sample-efficient Cross-Entropy Method for Real-time Planning. CoRL Cristina Pinneri, Shambhuraj Sawant, Sebastian Blaes, Jan Achterhold, Joerg Stueckler, Michal Rolínek, Georg Martius
2020	J	`jnl`	Sample-efficient Cross-Entropy Method for Real-time Planning. CoRR Cristina Pinneri, Shambhuraj Sawant, Sebastian Blaes, Jan Achterhold, Jörg Stückler, Michal Rolínek, Georg Martius
2019	J	`jnl`	Differentiation of Blackbox Combinatorial Solvers. CoRR Marin Vlastelica P., Anselm Paulus, Vít Musil, Georg Martius, Michal Rolínek
2019	J	`jnl`	Even Delta-Matroids and the Complexity of Planar Boolean CSPs. ACM Trans. Algorithms Alexandr Kazda, Vladimir Kolmogorov, Michal Rolínek
2019	J	`jnl`	Optimizing Rank-based Metrics with Blackbox Differentiation. CoRR Michal Rolínek, Vít Musil, Anselm Paulus, Marin Vlastelica P., Claudio Michaelis, Georg Martius
2019	A*	`conf`	Variational Autoencoders Pursue PCA Directions (by Accident). CVPR Michal Rolínek, Dominik Zietlow, Georg Martius
2018	A*	`conf`	Efficient Optimization for Rank-Based Loss Functions. CVPR Pritish Mohapatra, Michal Rolínek, C. V. Jawahar, Vladimir Kolmogorov, M. Pawan Kumar
2018	A*	`conf`	L4: Practical loss-based stepsize adaptation for deep learning. NeurIPS Michal Rolínek, Georg Martius
2018	J	`jnl`	L4: Practical loss-based stepsize adaptation for deep learning. CoRR Michal Rolínek, Georg Martius
2018	A	`conf`	On the Memory-Hardness of Data-Independent Password-Hashing Functions. AsiaCCS Joël Alwen, Peter Gazi, Chethan Kamath, Karen Klein, Georg Osang, Krzysztof Pietrzak, Leonid Reyzin, Michal Rolínek, Michal Rybár
2018	J	`jnl`	Superconcentrators of Density 25.3. Ars Comb. Vladimir Kolmogorov, Michal Rolínek
2018	J	`jnl`	Variational Autoencoders Pursue PCA Directions (by Accident). CoRR Michal Rolínek, Dominik Zietlow, Georg Martius
2017	A*	`conf`	Even Delta-Matroids and the Complexity of Planar Boolean CSPs. SODA Alexandr Kazda, Vladimir Kolmogorov, Michal Rolínek
2017	J	`jnl`	The Complexity of General-Valued CSPs. SIAM J. Comput. Vladimir Kolmogorov, Andrei A. Krokhin, Michal Rolínek
2016	J	`jnl`	Efficient Optimization for Rank-based Loss Functions. CoRR Pritish Mohapatra, Michal Rolínek, C. V. Jawahar, Vladimir Kolmogorov, M. Pawan Kumar
2016	J	`jnl`	Even Delta-Matroids and the Complexity of Planar Boolean CSPs. CoRR Alexandr Kazda, Vladimir Kolmogorov, Michal Rolínek
2016	J	`jnl`	On the Memory-Hardness of Data-Independent Password-Hashing Functions. IACR Cryptol. ePrint Arch. Joël Alwen, Peter Gazi, Chethan Kamath, Karen Klein, Georg Osang, Krzysztof Pietrzak, Leonid Reyzin, Michal Rolínek, Michal Rybár
2016	J	`jnl`	Total Variation on a Tree. SIAM J. Imaging Sci. Vladimir Kolmogorov, Thomas Pock, Michal Rolínek
2015	B	`conf`	Effectiveness of Structural Restrictions for Hybrid CSPs. ISAAC Vladimir Kolmogorov, Michal Rolínek, Rustem Takhanov
2015	J	`jnl`	Effectiveness of Structural Restrictions for Hybrid CSPs. CoRR Vladimir Kolmogorov, Michal Rolínek, Rustem Takhanov
2015	A*	`conf`	The Complexity of General-Valued CSPs. FOCS Vladimir Kolmogorov, Andrei A. Krokhin, Michal Rolínek
2015	J	`jnl`	The Complexity of General-Valued CSPs. CoRR Vladimir Kolmogorov, Andrei A. Krokhin, Michal Rolínek
2015	J	`jnl`	Total variation on a tree. CoRR Vladimir Kolmogorov, Thomas Pock, Michal Rolínek
2014	J	`jnl`	Superconcentrators of Density 25.3. CoRR Vladimir Kolmogorov, Michal Rolínek
2013	—	`book`	106 Geometry Problems - From The AwesomeMath Summer Program. Titu Andreescu, Michal Rolínek, Josef Tkadlec
2013	—	`book`	107 Geometry Problems - From The AwesomeMath Year-Round Program. Titu Andreescu, Michal Rolínek, Josef Tkadlec