research
∙
01/28/2023
ClusterFuG: Clustering Fully connected Graphs by Multicut
We propose a graph clustering formulation based on multicut (a.k.a. weig...
share
research
∙
05/23/2022
DOGE-Train: Discrete Optimization on GPU with End-to-end Training
We present a fast, scalable, data-driven approach for solving linear rel...
research
∙
02/04/2022
Structured Prediction Problem Archive
Structured prediction problems are one of the fundamental tools in machi...
research
∙
11/19/2021
FastDOG: Fast Discrete Optimization on GPU
We present a massively parallel Lagrange decomposition method for solvin...
research
∙
09/04/2021
RAMA: A Rapid Multicut Algorithm on GPU
We propose a highly parallel primal-dual algorithm for the multicut (a.k...
research
∙
06/06/2021
Combinatorial Optimization for Panoptic Segmentation: An End-to-End Trainable Approach
We propose an end-to-end trainable architecture for simultaneous semanti...
research
∙
04/17/2019