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Running Projects
“The Worm” – Unsupervised multi-matching for bio-informatics
Solver for Incomplete, Large-Scale and Sparse Multi-Graph Matching
Scalable max-weight independent set solver
Graph matching benchmark
Scalable and learnable graph matching solver
Old Projects
Scalable and learnable cell tracking in microscopic images
6D Object Pose Estimation
Multiple Diverse Solutions in Combinatorial Optimization
Scalable Exact and Approximate Inference for Graphical Models and Beyond:
Taxonomy of dual block-coordinate ascent methods for MAP-inference in discrete graphical models [
pdf
] [
code
] [
video-presentation at AISTATS 2020
]
Exact MAP-Inference by Confining Combinatorial Search with LP Relaxation
Parallelizable Approximative Inference for Dense Non-Gaussian Graphical Models
knIRPS: Efficient Block-Coordinate Ascent Inference Beyond Graphical Models [
code
] [
paper
] [
poster
]
Maximum Persistency in Energy Minimization
OpenGM Library and Benchmark for Discrete Energy Minimization