Anselm Paulus

18 papers A* 6Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Smoothly Differentiable and Efficiently Vectorizable Contact Manifold Generation.
CoRR
Onur Beker, Andreas René Geist, Anselm Paulus, Nico Gürtler, Ji Shi, Sylvain Calinon, Georg Martius
2026 J jnl
SoftJAX & SoftTorch: Empowering Automatic Differentiation Libraries with Informative Gradients.
CoRR
Anselm Paulus, Andreas René Geist, Vít Musil, Sebastian Hoffmann, Onur Beker, Georg Martius
2025 A* conf
AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs.
ICML
Anselm Paulus, Arman Zharmagambetov, Chuan Guo, Brandon Amos, Yuandong Tian
2025 J jnl
Hard Contacts with Soft Gradients: Refining Differentiable Simulators for Learning and Control.
CoRR
Anselm Paulus, Andreas René Geist, Pierre Schumacher, Vít Musil, Georg Martius
2025 J jnl
Safety Alignment of LMs via Non-cooperative Games.
CoRR
Anselm Paulus, Ilia Kulikov, Brandon Amos, Rémi Munos, Ivan Evtimov, Kamalika Chaudhuri, Arman Zharmagambetov
2024 J jnl
AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs.
CoRR
Anselm Paulus, Arman Zharmagambetov, Chuan Guo, Brandon Amos, Yuandong Tian
2024 A* conf
LPGD: A General Framework for Backpropagation through Embedded Optimization Layers.
ICML
Anselm Paulus, Georg Martius, Vít Musil
2024 J jnl
LPGD: A General Framework for Backpropagation through Embedded Optimization Layers.
CoRR
Anselm Paulus, Georg Martius, Vít Musil
2023 A* conf
Backpropagation through Combinatorial Algorithms: Identity with Projection Works.
ICLR
Subham Sekhar Sahoo, Anselm Paulus, Marin Vlastelica, Vít Musil, Volodymyr Kuleshov, Georg Martius
2022 J jnl
Gradient Backpropagation Through Combinatorial Algorithms: Identity with Projection Works.
CoRR
Subham Sekhar Sahoo, Marin Vlastelica, Anselm Paulus, Vít Musil, Volodymyr Kuleshov, Georg Martius
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
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
2019 J jnl
Differentiation of Blackbox Combinatorial Solvers.
CoRR
Marin Vlastelica P., Anselm Paulus, Vít Musil, Georg Martius, 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