Search Results for author: Stefan Haller

Found 5 papers, 4 papers with code

Survey on Automated Short Answer Grading with Deep Learning: from Word Embeddings to Transformers

no code implementations11 Mar 2022 Stefan Haller, Adina Aldea, Christin Seifert, Nicola Strisciuglio

We complement previous surveys by providing a comprehensive analysis of recently published methods that deploy deep learning approaches.

Representation Learning Word Embeddings

Fusion Moves for Graph Matching

1 code implementation ICCV 2021 Lisa Hutschenreiter, Stefan Haller, Lorenz Feineis, Carsten Rother, Dagmar Kainmüller, Bogdan Savchynskyy

We contribute to approximate algorithms for the quadratic assignment problem also known as graph matching.

Graph Matching

Exact MAP-Inference by Confining Combinatorial Search with LP Relaxation

1 code implementation14 Apr 2020 Stefan Haller, Paul Swoboda, Bogdan Savchynskyy

This property allows to significantly reduce the computational time of the combinatorial solver and therefore solve problems which were out of reach before.

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