Anselm Paulus

According to our database, Anselm Paulus authored at least 13 papers between 2020 and 2026.

Collaborative distances:

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

2026

Novel Algorithms for Smoothly Differentiable and Efficiently Vectorizable Contact Manifold Construction.

Onur Beker, Andreas René Geist, Anselm Paulus, Georg Martius

CoRR, April, 2026

SoftJAX & SoftTorch: Empowering Automatic Differentiation Libraries with Informative Gradients.

Anselm Paulus, Andreas René Geist, Vít Musil, Sebastian Hoffmann, Onur Beker, Georg Martius

CoRR, March, 2026

Smoothly Differentiable and Efficiently Vectorizable Contact Manifold Generation.

Onur Beker, Andreas René Geist, Anselm Paulus, Nico Gürtler, Ji Shi, Sylvain Calinon, Georg Martius

CoRR, February, 2026

2025

Safety Alignment of LMs via Non-cooperative Games.

Anselm Paulus, Ilia Kulikov, Brandon Amos, Rémi Munos, Ivan Evtimov, Kamalika Chaudhuri, Arman Zharmagambetov

CoRR, December, 2025

Hard Contacts with Soft Gradients: Refining Differentiable Simulators for Learning and Control.

Anselm Paulus, Andreas René Geist, Pierre Schumacher, Vít Musil, Georg Martius

CoRR, June, 2025

AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs.

Anselm Paulus, Arman Zharmagambetov, Chuan Guo, Brandon Amos, Yuandong Tian

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

LPGD: A General Framework for Backpropagation through Embedded Optimization Layers.

Anselm Paulus, Georg Martius, Vít Musil

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Backpropagation through Combinatorial Algorithms: Identity with Projection Works.

Subham Sekhar Sahoo, Anselm Paulus, Marin Vlastelica, Vít Musil, Volodymyr Kuleshov, Georg Martius

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Gradient Backpropagation Through Combinatorial Algorithms: Identity with Projection Works.

Subham Sekhar Sahoo, Marin Vlastelica, Anselm Paulus, Vít Musil, Volodymyr Kuleshov, Georg Martius

CoRR, 2022

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

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