Martin Szummer

4.2k total citations · 1 hit paper
33 papers, 2.3k citations indexed

About

Martin Szummer is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Information Systems. According to data from OpenAlex, Martin Szummer has authored 33 papers receiving a total of 2.3k indexed citations (citations by other indexed papers that have themselves been cited), including 22 papers in Artificial Intelligence, 19 papers in Computer Vision and Pattern Recognition and 7 papers in Information Systems. Recurrent topics in Martin Szummer's work include Advanced Image and Video Retrieval Techniques (9 papers), Topic Modeling (8 papers) and Image Retrieval and Classification Techniques (8 papers). Martin Szummer is often cited by papers focused on Advanced Image and Video Retrieval Techniques (9 papers), Topic Modeling (8 papers) and Image Retrieval and Classification Techniques (8 papers). Martin Szummer collaborates with scholars based in United Kingdom, United States and Russia. Martin Szummer's co-authors include Rosalind W. Picard, Tommi Jaakkola, Nick Craswell, Victor Lempitsky, Vladimir Kolmogorov, Carsten Rother, Filip Radlinski, Thomas P. Minka, Yuan Qi and Catherine Breslin and has published in prestigious journals such as 2009 IEEE Conference on Computer Vision and Pattern Recognition, arXiv (Cornell University) and International Conference on Learning Representations.

In The Last Decade

Martin Szummer

32 papers receiving 2.1k citations

Hit Papers

Indoor-outdoor image classification 2002 2026 2010 2018 2002 100 200 300 400

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Martin Szummer United Kingdom 18 1.4k 956 413 218 189 33 2.3k
Xiamu Niu China 34 2.5k 1.8× 1.2k 1.3× 386 0.9× 567 2.6× 210 1.1× 196 3.4k
Henry S. Baird United States 29 1.8k 1.3× 625 0.7× 438 1.1× 356 1.6× 309 1.6× 87 2.5k
Linli Xu China 18 1.2k 0.9× 1.0k 1.1× 182 0.4× 192 0.9× 313 1.7× 62 2.2k
Jianguo Xiao China 28 1.1k 0.8× 1.9k 2.0× 402 1.0× 93 0.4× 61 0.3× 112 2.9k
Alexandr Andoni United States 17 1.5k 1.1× 1.0k 1.1× 219 0.5× 453 2.1× 59 0.3× 57 2.4k
Qifa Ke United States 23 2.0k 1.5× 816 0.9× 260 0.6× 325 1.5× 206 1.1× 37 2.7k
Ching‐Nung Yang Taiwan 38 3.9k 2.9× 1.6k 1.7× 524 1.3× 318 1.5× 184 1.0× 223 4.8k
Yuqiang Guan United States 8 806 0.6× 1.1k 1.1× 177 0.4× 198 0.9× 142 0.8× 9 1.8k
Yun-Qing Shi United States 43 5.1k 3.7× 666 0.7× 226 0.5× 502 2.3× 481 2.5× 128 5.6k
Tom Minka United States 24 753 0.6× 745 0.8× 340 0.8× 327 1.5× 128 0.7× 48 2.2k

Countries citing papers authored by Martin Szummer

Since Specialization
Citations

This map shows the geographic impact of Martin Szummer's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Martin Szummer with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Martin Szummer more than expected).

Fields of papers citing papers by Martin Szummer

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Martin Szummer. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Martin Szummer. The network helps show where Martin Szummer may publish in the future.

Co-authorship network of co-authors of Martin Szummer

This figure shows the co-authorship network connecting the top 25 collaborators of Martin Szummer. A scholar is included among the top collaborators of Martin Szummer based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Martin Szummer. Martin Szummer is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Welbl, Johannes, Po-Sen Huang, Robert Stanforth, et al.. (2020). Towards Verified Robustness under Text Deletion Interventions. International Conference on Learning Representations. 3 indexed citations
2.
Tsiakoulis, Pirros, Catherine Breslin, Milica Gašić, et al.. (2014). Dialogue context sensitive HMM-based speech synthesis. 2554–2558. 4 indexed citations
3.
Gašić, Milomir, Dongho Kim, Pirros Tsiakoulis, et al.. (2014). Incremental on-line adaptation of POMDP-based dialogue managers to extended domains. 140–144. 26 indexed citations
4.
Gašić, Milica, Catherine Breslin, Matthew Henderson, et al.. (2013). POMDP-based dialogue manager adaptation to extended domains. Cambridge University Engineering Department Publications Database. 214–222. 35 indexed citations
5.
Breslin, Catherine, Matthew Henderson, Martin Szummer, et al.. (2013). On-line policy optimisation of Bayesian spoken dialogue systems via human interaction. Zenodo (CERN European Organization for Nuclear Research). 8367–8371. 35 indexed citations
6.
Breslin, Catherine, Matthew Henderson, Martin Szummer, et al.. (2013). Continuous asr for flexible incremental dialogue. 2. 8362–8366. 5 indexed citations
7.
Szummer, Martin & Emine Yılmaz. (2011). Semi-supervised learning to rank with preference regularization. 269–278. 23 indexed citations
8.
Szummer, Martin & Filip Radlinski. (2011). Cost-Sensitive Machine Learning for Information Retrieval. 283–315. 4 indexed citations
9.
Radlinski, Filip, Martin Szummer, & Nick Craswell. (2010). Metrics for assessing sets of subtopics. 853–854. 5 indexed citations
10.
Torresani, Lorenzo, Martin Szummer, & Andrew Fitzgibbon. (2009). Learning query-dependent prefilters for scalable image retrieval. 2009 IEEE Conference on Computer Vision and Pattern Recognition. 3. 2615–2622. 19 indexed citations
11.
Zoeter, Onno, et al.. (2008). A Decision Theoretic Framework for Ranking using Implicit Feedback. International ACM SIGIR Conference on Research and Development in Information Retrieval. 18(3). e61–e61. 3 indexed citations
12.
Szummer, Martin & Nick Craswell. (2008). Behavioral classification on the click graph. 13. 1241–1242. 6 indexed citations
13.
Mickens, James, Martin Szummer, & Dushyanth Narayanan. (2007). Snitch: interactive decision trees for troubleshooting misconfigurations. 8. 20 indexed citations
14.
Szummer, Martin & Chris Bishop. (2006). Discriminative Writer Adaptation. 293–298. 7 indexed citations
15.
Szummer, Martin, et al.. (2005). A Graphical Model for Simultaneous Partitioning and Labeling.. International Conference on Artificial Intelligence and Statistics. 17 indexed citations
16.
Qi, Yuan, Martin Szummer, & Thomas P. Minka. (2005). Diagram Structure Recognition by Bayesian Conditional Random Fields. 2. 191–196. 39 indexed citations
17.
Szummer, Martin, et al.. (2004). Incorporating Context and User Feedback in Pen-Based Interfaces.. National Conference on Artificial Intelligence. 159–166. 4 indexed citations
18.
Picard, Rosalind W., Thomas P. Minka, & Martin Szummer. (2002). Modeling user subjectivity in image libraries. 1. 777–780. 43 indexed citations
19.
Szummer, Martin & Rosalind W. Picard. (2002). Temporal texture modeling. 3. 823–826. 200 indexed citations
20.
Szummer, Martin & Tommi Jaakkola. (2000). Kernel Expansions with Unlabeled Examples. 13. 626–632. 19 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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