Ministry of Education
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Dr Bogdan Savchynskyy

vidwan id: 544517
Male

Head,
Heidelberg University

Orchid Icon 0009-0000-2326-8892 Google Scholar Icon 15061960700 Researcher Icon DQZ-8205-2022 Google Scholar Icon nvycljAAAAAJ

Expertise

  • Computer Science Hardware and Architecture

Publications

Total Articles 34
Books 0
Proceedings 0

Publications

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Scopus

Citations 914
h-index 15

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Citations 0
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Bio

Optimization for Machine Learning, Agorithmen und Datenstrukturen, Pattern recognition

Personal Details

  • Male
  • Head , Heidelberg University
  • Department of Computer Science, Heidelberg University
PhD
Other Institute 2007
Head Sep 2010 – Present
Heidelberg University

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Scholarly Publications

Discrete Cycle-Consistency Based Unsupervised Deep Graph Matching

Open Access
Conference Paper
Proceedings of the AAAI Conference on Artificial Intelligence. Year: 2024. Volume: 38 , Issue: 6 , Pages: 5252-5260 .
Authors: Siddharth Tourani ., Muhammad Haris Khan ., Carsten Rother ., Bogdan Savchynskyy .,
DOI 10.1609/aaai.v38i6.28332

A Comparative Study of Graph Matching Algorithms in Computer Vision

Open Access
Conference Paper
Year: 2022. Volume: 13683 LNCS , Pages: 636-653 .
Authors: Stefan Haller ., Lorenz Feineis ., Lisa Hutschenreiter ., Florian Bernard ., Carsten Rother ., Dagmar Kainmüller ., Paul Swoboda ., Bogdan Savchynskyy .,
DOI 10.1007/978-3-031-20050-2_37
3

Fusion Moves for Graph Matching

Open Access
Conference Paper
Year: 2021. Pages: 6250-6259 .
Authors: Lisa Hutschenreiter ., Stefan Haller ., Lorenz Feineis ., Carsten Rother ., Dagmar Kainmuller ., Bogdan Savchynskyy .,
DOI 10.1109/ICCV48922.2021.00621
6

Taxonomy of Dual Block-Coordinate Ascent Methods for Discrete Energy Minimization

Open Access
Conference Paper
Year: 2020. Volume: 108 , Pages: 2775-2785 .
Authors: Tourani S.;Shekhovtsov A.;Rother C.;Savchynskyy B.
5

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

Open Access
Conference Paper
Year: 2020. Volume: 108 , Pages: 2539-2549 .
Authors: Haller S.;Prakash M.;Hutschenreiter L.;Pietzsch T.;Rother C.;Jug F.;Swoboda P.;Savchynskyy B.

Discrete graphical models - An optimization perspective

Open Access
Review
Year: 2019. Volume: 11 , Issue: 3-4 , Pages: 160-429 .
Authors: Bogdan Savchynskyy .,
DOI 10.1561/0600000084
18

Exact MAP-inference by confining combinatorial search with LP relaxation

Open Access
Conference Paper
Year: 2018. Pages: 6581-6588 .
Authors: Haller S.;Swoboda P.;Savchynskyy B.
9

Conditional Random Fields Meet Deep Neural Networks for Semantic Segmentation: Combining Probabilistic Graphical Models with Deep Learning for Structured Prediction

Open Access
Article
IEEE Signal Processing Magazine. Year: 2018. Volume: 35 , Issue: 1 , Pages: 37-52 .
Authors: Anurag Arnab ., Shuai Zheng ., Sadeep Jayasumana ., Bernardino Romera-Paredes ., Mans Larsson ., Alexander Kirillov ., Bogdan Savchynskyy ., Carsten Rother ., Fredrik Kahl ., Philip H.S. Torr .,
DOI 10.1109/MSP.2017.2762355
101