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Bjoern Andres

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

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Achievements

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+10 more ↓ πŸ—ΊοΈ Taxonomy Completionist (27) πŸƒ Academic Marathon Β· Half 🌍 Conference Polyglot Β· Bronze πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
πŸ”¬ Deep Specialist (13) 🧬 Topic Evolution πŸ† Keyword Champion (3) 🧭 Keyword Pioneer πŸ”₯ Unstoppable Β· Bronze ⚑ Prolific Year Β· Productive πŸ—ƒοΈ Keyword Collector (113) 🌈 Renaissance Researcher (5) πŸ’Ž Century Club Β· Bronze πŸš€ Conference Pioneer

Venues

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)

Research topics

Mathematics & Optimization (14) Optimization (14) Computer Vision (13) Machine Learning (11) Core Methods (10) Analysis (9) Processing (5) Deep Learning (4) Mathematics (3) Optimization & Theory (3) Computer Science (2) Architectures (2) Foundations (2) Data Science & Analytics (1) Applications (1)

Keywords

combinatorial optimization (4) correlation clustering (4) multicut problem (3) graph decomposition (3) convolutional neural network (3) image segmentation (3) lifted multicut (3) pose estimation (3) graph clustering (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 A Message Passing Algorithm for the Minimum Cost Multicut Problem CVPR 2017 Analysis and Optimization of Graph Decompositions by Lifted Multicuts ICML 2017 ArtTrack: Articulated Multi-Person Tracking in the Wild CVPR 2017 Efficient Algorithms for Moral Lineage Tracing ICCV 2017 InstanceCut: From Edges to Instances With MultiCut CVPR 2017 Joint Graph Decomposition & Node Labeling: Problem, Algorithms, Applications CVPR 2017 Multiple People Tracking by Lifted Multicut and Person Re-Identification CVPR 2017 Convexity Shape Constraints for Image Segmentation CVPR 2016 DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation CVPR 2016 Moral Lineage Tracing CVPR 2016 Motion Trajectory Segmentation via Minimum Cost Multicuts ICCV 2015 Subgraph Decomposition for Multi-Target Tracking CVPR 2015 Reconstructing Loopy Curvilinear Structures Using Integer Programming CVPR 2013