← Authors

Bjoern Andres

22 papers · 2013–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (6) 🌍 Conference Polyglot (4) πŸƒ Academic Marathon (12) 🐝 Cross-Pollinator (11) πŸ—ΊοΈ Taxonomy Completionist (26) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ”¬ Deep Specialist (10) πŸ”₯ Unstoppable (5) πŸš€ Conference Pioneer πŸ’Ž Century Club (22) ⚑ Prolific Year (7) πŸ—ƒοΈ Keyword Collector (96)

Conferences

CVPR (12) ICML (6) ICCV (3) AISTATS (1)

Top co-authors

Siyu Tang (6) Bernt Schiele (5) Jan-Hendrik Lange (5) Evgeny Levinkov (4) Eldar Insafutdinov (3) Jannik Irmai (3) Mykhaylo Andriluka (3) Carsten Rother (3) David Stein (2) Lucas Fabian Naumann (2)

Keywords

combinatorial optimization (4) multicut problem (3) pose estimation (3) graph decomposition (3) graph clustering (3) image segmentation (3) lifted multicut (3) correlation clustering (3) convolutional neural network (3) partial optimality (2) instance segmentation (2) object tracking (2) human pose estimation (2) linear programming (2) integer linear program (2) semantic segmentation (2) graph cut (2) graph optimization (2) integer linear programming (2) minimum cost multicut (2)

Papers

A Sub-Problem Quantum Alternating Operator Ansatz for Correlation Clustering ICML 2025
A 4-Approximation Algorithm for Min Max Correlation Clustering AISTATS 2024
Box Facets and Cut Facets of Lifted Multicut Polytopes ICML 2024
Partial Optimality in the Linear Ordering Problem ICML 2024
Partial Optimality in Cubic Correlation Clustering ICML 2023
Combinatorial Persistency Criteria for Multicut and Max-Cut CVPR 2019
End-to-End Learning for Graph Decomposition ICCV 2019
Discrete-Continuous ADMM for Transductive Inference in Higher-Order MRFs CVPR 2018
Partial Optimality and Fast Lower Bounds for Weighted Correlation Clustering ICML 2018
Analysis and Optimization of Graph Decompositions by Lifted Multicuts ICML 2017
Efficient Algorithms for Moral Lineage Tracing ICCV 2017
ArtTrack: Articulated Multi-Person Tracking in the Wild CVPR 2017
A Message Passing Algorithm for the Minimum Cost Multicut Problem CVPR 2017
Multiple People Tracking by Lifted Multicut and Person Re-Identification CVPR 2017
InstanceCut: From Edges to Instances With MultiCut CVPR 2017
Joint Graph Decomposition & Node Labeling: Problem, Algorithms, Applications CVPR 2017
DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation CVPR 2016
Moral Lineage Tracing CVPR 2016
Convexity Shape Constraints for Image Segmentation CVPR 2016
Subgraph Decomposition for Multi-Target Tracking CVPR 2015
Motion Trajectory Segmentation via Minimum Cost Multicuts ICCV 2015
Reconstructing Loopy Curvilinear Structures Using Integer Programming CVPR 2013