Anselm Paulus

7 papers · 2020–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICML (3) ICLR (2) CVPR (1) ECCV (1)

Top co-authors

Georg Martius (6) Vít Musil (5) Michal Rolinek (4) Marin Vlastelica (2) Brandon Amos (2) Chuan Guo (1) Yuandong Tian (1) Volodymyr Kuleshov (1) Claudio Michaelis (1) Paul Swoboda (1)

Keywords

combinatorial optimization (1) feature extraction (1) image retrieval (1) object detection (1) gradient descent (1) integer programming (1) keypoint matching (1) constraint learning (1) average precision (1) blackbox differentiation (1) rank-based metrics (1)

Papers

AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs ICML 2025

LPGD: A General Framework for Backpropagation through Embedded Optimization Layers ICML 2024

Backpropagation through Combinatorial Algorithms: Identity with Projection Works ICLR 2023

CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints ICML 2021

Optimizing Rank-Based Metrics With Blackbox Differentiation CVPR 2020

Differentiation of Blackbox Combinatorial Solvers ICLR 2020

Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers ECCV 2020