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A Comparative Study of Graph Matching Algorithms in Computer Vision


Jul 01, 2022
Stefan Haller, Lorenz Feineis, Lisa Hutschenreiter, Florian Bernard, Carsten Rother, Dagmar Kainmüller, Paul Swoboda, Bogdan Savchynskyy

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


Mar 11, 2022
Stefan Haller, Adina Aldea, Christin Seifert, Nicola Strisciuglio

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* Under review 

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Fusion Moves for Graph Matching


Feb 05, 2021
Lisa Hutschenreiter, Stefan Haller, Lorenz Feineis, Carsten Rother, Dagmar Kainmüller, Bogdan Savchynskyy

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* 173 pages (including appendix) 

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A Primal-Dual Solver for Large-Scale Tracking-by-Assignment


Apr 14, 2020
Stefan Haller, Mangal Prakash, Lisa Hutschenreiter, Tobias Pietzsch, Carsten Rother, Florian Jug, Paul Swoboda, Bogdan Savchynskyy

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* 23rd International Conference on Artificial Intelligence and Statistics (AISTATS), 2020 

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Exact MAP-Inference by Confining Combinatorial Search with LP Relaxation


Apr 14, 2020
Stefan Haller, Paul Swoboda, Bogdan Savchynskyy

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* 32nd AAAI Conference on Artificial Intelligence, 2018 

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