Paul Swoboda

19

Papers

1

Total Citations

Papers (19)

How Many Tokens Do 3D Point Cloud Transformer Architectures Really Need?

Maximum Persistency via Iterative Relaxed Inference With Graphical Models

A Dual Ascent Framework for Lagrangean Decomposition of Combinatorial Problems

A Study of Lagrangean Decompositions and Dual Ascent Solvers for Graph Matching

A Message Passing Algorithm for the Minimum Cost Multicut Problem

Combinatorial Persistency Criteria for Multicut and Max-Cut

MAP Inference via Block-Coordinate Frank-Wolfe Algorithm

A Convex Relaxation for Multi-Graph Matching

FastDOG: Fast Discrete Optimization on GPU

A Scalable Combinatorial Solver for Elastic Geometrically Consistent 3D Shape Matching

LMGP: Lifted Multicut Meets Geometry Projections for Multi-Camera Multi-Object Tracking

RAMA: A Rapid Multicut Algorithm on GPU

Bottleneck Potentials in Markov Random Fields

HiPPI: Higher-Order Projected Power Iterations for Scalable Multi-Matching

Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths

A Multidimensional Analysis of Social Biases in Vision Transformers

A Comparative Study of Graph Matching Algorithms in Computer Vision

Combinatorial Optimization for Panoptic Segmentation: A Fully Differentiable Approach

LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching