Anselm Paulus

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Georg MartiusUniversity of Tübingen and Max Planck Institute for Intelligent SystemsVerified email at uni-tuebingen.de
Vít MusilResearcher, Masaryk University, Brno, CzechiaVerified email at fi.muni.cz
Michal RolínekHobby researcherVerified email at tuebingen.mpg.de
Marin VlastelicaPhD Student in Machine Learning, Max Planck Institute for Intelligent SystemsVerified email at tuebingen.mpg.de
Brandon AmosMetaVerified email at fb.com
Paul SwobodaHeinrich-Heine Universität DüsseldorfVerified email at hhu.de
Dominik ZietlowAmazon Web Services TübingenVerified email at amazon.de
Claudio MichaelisPhD student, University of TübingenVerified email at uni-tuebingen.de

Anselm Paulus

PhD Student with IMPRS-IS @ MPI-IS Tübingen

Verified email at tuebingen.mpg.de


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Differentiation of blackbox combinatorial solvers MV Pogančić, A Paulus, V Musil, G Martius, M Rolinek International Conference on Learning Representations, 2019	233*	2019
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	92	2020
Optimizing rank-based metrics with blackbox differentiation M Rolínek, V Musil, A Paulus, M Vlastelica, C Michaelis, G Martius Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020	80	2020
Comboptnet: Fit the right np-hard problem by learning integer programming constraints A Paulus, M Rolínek, V Musil, B Amos, G Martius International Conference on Machine Learning, 8443-8453, 2021	52	2021
Gradient Backpropagation Through Combinatorial Algorithms: Identity with Projection Works. SS Sahoo, M Vlastelica, A Paulus, V Musil, V Kuleshov, G Martius CoRR, 2022	7*	2022
Lagrangian Proximal Gradient Descent for Learning Convex Optimization Models A Paulus, V Musil, G Martius ICML 2023 Workshop on Differentiable Almost Everything: Differentiable …, 2023		2023
4.13 Blackbox Differentiation: Empower Deep Networks with Combinatorial Algorithms G Martius, A Paulus Machine Learning and Logical Reasoning: The New Frontier, 100, 0

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