Achim Rettinger

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 50

Top Venues

CoRR

ESWC

ESWC (Satellite Events)

ICWE

Technical University Munich (PHD)

Education History

Technical University Munich

PHD

Publications

Simon Münker, Kai Kugler, Achim Rettinger
Zero-shot prompt-based classification: topic labeling in times of foundation models in German Tweets. CoRR (2024)
Simon Werner, Katharina Christ, Laura Bernardy, Marion G. Müller, Achim Rettinger
POV Learning: Individual Alignment of Multimodal Models using Human Perception. CoRR (2024)
Daniel Grimm, Maximilian Zipfl, Felix Hertlein, Alexander Naumann, Juergen Luettin, Steffen Thoma, Stefan Schmid, Lavdim Halilaj, Achim Rettinger, J. Marius Zöllner
Heterogeneous Graph-based Trajectory Prediction using Local Map Context and Social Interactions. ITSC (2023)
Alexander Naumann, Felix Hertlein, Daniel Grimm, Maximilian Zipfl, Steffen Thoma, Achim Rettinger, Lavdim Halilaj, Juergen Luettin, Stefan Schmid, Holger Caesar
Lanelet2 for nuScenes: Enabling Spatial Semantic Relationships and Diverse Map-based Anchor Paths. CVPR Workshops (2023)
Daniel Grimm, Maximilian Zipfl, Felix Hertlein, Alexander Naumann, Jürgen Lüttin, Steffen Thoma, Stefan Schmid, Lavdim Halilaj, Achim Rettinger, J. Marius Zöllner
Heterogeneous Graph-based Trajectory Prediction using Local Map Context and Social Interactions. CoRR (2023)
Sebastian Monka, Lavdim Halilaj, Achim Rettinger
Context-Driven Visual Object Recognition Based on Knowledge Graphs. ISWC (2022)
Maximilian Zipfl, Felix Hertlein, Achim Rettinger, Steffen Thoma, Lavdim Halilaj, Juergen Luettin, Stefan Schmid, Cory Henson
Relation-based Motion Prediction using Traffic Scene Graphs. CoRR (2022)
Maximilian Zipfl, Felix Hertlein, Achim Rettinger, Steffen Thoma, Lavdim Halilaj, Juergen Luettin, Stefan Schmid, Cory Henson
Relation-based Motion Prediction using Traffic Scene Graphs. ITSC (2022)
Sebastian Monka, Lavdim Halilaj, Achim Rettinger
A survey on visual transfer learning using knowledge graphs. Semantic Web 13 (3) (2022)
Nils Koster, Oliver Grothe, Achim Rettinger
Signing the Supermask: Keep, Hide, Invert. CoRR (2022)
Sebastian Monka, Lavdim Halilaj, Achim Rettinger
A Survey on Visual Transfer Learning using Knowledge Graphs. CoRR (2022)
Nils Koster, Oliver Grothe, Achim Rettinger
Signing the Supermask: Keep, Hide, Invert. ICLR (2022)
Sebastian Monka, Lavdim Halilaj, Achim Rettinger
Context-driven Visual Object Recognition based on Knowledge Graphs. CoRR (2022)
Simon Werner, Achim Rettinger, Lavdim Halilaj, Jürgen Lüttin
Embedding Taxonomical, Situational or Sequential Knowledge Graph Context for Recommendation Tasks. SEMANTiCS (2021)
Tiansi Dong, Achim Rettinger, Jie Tang, Barbara Tversky, Frank van Harmelen
Structure and Learning (Dagstuhl Seminar 21362). Dagstuhl Reports 11 (8) (2021)
Sebastian Monka, Lavdim Halilaj, Stefan Schmid, Achim Rettinger
ConTraKG: Contrastive-based Transfer Learning for Visual Object Recognition using Knowledge Graphs. CoRR (2021)
Sebastian Monka, Lavdim Halilaj, Stefan Schmid, Achim Rettinger
Learning Visual Models Using a Knowledge Graph as a Trainer. ISWC (2021)
Simon Werner, Achim Rettinger, Lavdim Halilaj, Jürgen Lüttin
RETRA: Recurrent Transformers for Learning Temporally Contextualized Knowledge Graph Embeddings. ESWC (2021)
Johannes Höhmann, Achim Rettinger, Kai Kugler
InvBERT: Text Reconstruction from Contextualized Embeddings used for Derived Text Formats of Literary Works. CoRR (2021)
Sebastian Blank, Florian Wilhelm, Hans-Peter Zorn, Achim Rettinger
Querying NoSQL with Deep Learning to Answer Natural Language Questions. AAAI (2019)
Achim Rettinger, Viktoria Bogdanova, Philipp Niemann
Towards Learning Cross-Modal Perception-Trace Models. CoRR (2019)
Jie Tang, Michalis Vazirgiannis, Yuxiao Dong, Fragkiskos D. Malliaros, Michael Cochez, Mayank Kejriwal, Achim Rettinger
BigNet 2018 Chairs' Welcome & Organization. WWW (Companion Volume) (2018)
Michael Färber, Achim Rettinger
Which Knowledge Graph Is Best for Me? CoRR (2018)
Michael Färber, Frederic Bartscherer, Carsten Menne, Achim Rettinger
Linked data quality of DBpedia, Freebase, OpenCyc, Wikidata, and YAGO. Semantic Web 9 (1) (2018)
Aditya Mogadala, Umanga Bista, Lexing Xie, Achim Rettinger
Knowledge Guided Attention and Inference for Describing Images Containing Unseen Objects. ESWC (2018)
Aditya Mogadala, Bhargav Kanuparthi, Achim Rettinger, York Sure-Vetter
Discovering Connotations as Labels for Weakly Supervised Image-Sentence Data. WWW (Companion Volume) (2018)
Steffen Thoma, Achim Rettinger, Fabian Both
Knowledge Fusion via Embeddings from Text, Knowledge Graphs, and Images. CoRR (2017)
Aditya Mogadala, Dominik Jung, Achim Rettinger
Linking Tweets with Monolingual and Cross-Lingual News using Transformed Word Embeddings. CoRR (2017)
Patrick Philipp, Achim Rettinger
Reinforcement Learning for Multi-Step Expert Advice. AAMAS (2017)
Aditya Mogadala, Umanga Bista, Lexing Xie, Achim Rettinger
Describing Natural Images Containing Novel Objects with Knowledge Guided Assitance. CoRR (2017)
Steffen Thoma, Achim Rettinger, Fabian Both
Towards Holistic Concept Representations: Embedding Relational Knowledge, Visual Attributes, and Distributional Word Semantics. ISWC (1) (2017)
Patrick Philipp, Maria Maleshkova, Achim Rettinger, Darko Katic
A Semantic Framework for Sequential Decision Making. J. Web Eng. 16 (5&6) (2017)
Lei Zhang, Andreas Thalhammer, Achim Rettinger, Michael Färber, Aditya Mogadala, Ronald Denaux
The xLiMe system: Cross-lingual and cross-modal semantic annotation, search and recommendation over live-TV, news and social media streams. J. Web Semant. (2017)
Fabian Both, Steffen Thoma, Achim Rettinger
Cross-modal Knowledge Transfer: Improving the Word Embedding of Apple by Looking at Oranges. K-CAP (2017)
Lei Zhang, Maribel Acosta, Michael Färber, Steffen Thoma, Achim Rettinger
BreXearch: Exploring Brexit Data Using Cross-Lingual and Cross-Media Semantic Search. ISWC (Posters, Demos & Industry Tracks) (2017)
Patrick Philipp, Achim Rettinger, Maria Maleshkova
On Automating Decentralized Multi-Step Service Combination. ICWS (2017)
Christian Paul, Achim Rettinger, Aditya Mogadala, Craig A. Knoblock, Pedro A. Szekely
Efficient Graph-Based Document Similarity. ESWC (2016)
Michael Färber, Achim Rettinger, Boulos El Asmar
On Emerging Entity Detection. EKAW (2016)
Michael Färber, Achim Rettinger, Andreas Harth
Towards Monitoring of Novel Statements in the News. ESWC (2016)
Lei Zhang, Achim Rettinger, Ji Zhang
A Probabilistic Model for Time-Aware Entity Recommendation. ISWC (1) (2016)
Andreas Thalhammer, Nelia Lasierra, Achim Rettinger
LinkSUM: Using Link Analysis to Summarize Entity Data. ICWE (2016)
Lei Zhang, Achim Rettinger, Patrick Philipp
Context-Aware Entity Disambiguation in Text Using Markov Chains. WI (2016)
Andreas Thalhammer, Achim Rettinger
PageRank on Wikipedia: Towards General Importance Scores for Entities. ESWC (Satellite Events) (2016)
Andreas Thalhammer, Achim Rettinger
PageRank on Wikipedia: Towards General Importance Scores for Entities. (KNOW@LOD/CoDeS)@ESWC (2016)
Aditya Mogadala, Achim Rettinger
Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification. HLT-NAACL (2016)
Lei Zhang, Achim Rettinger, Ji Zhang
A Knowledge Base Approach to Cross-Lingual Keyword Query Interpretation. ISWC (1) (2016)
Patrick Philipp, Maria Maleshkova, Darko Katic, Christian Weber, Michael Götz, Achim Rettinger, Stefanie Speidel, Benedikt Kämpgen, Marco Nolden, Anna-Laura Wekerle, Rüdiger Dillmann, Hannes Kenngott, Beat P. Müller-Stich, Rudi Studer
Toward cognitive pipelines of medical assistance algorithms. Int. J. Comput. Assist. Radiol. Surg. 11 (9) (2016)
Andreas Thalhammer, Achim Rettinger
ELES: Combining Entity Linking and Entity Summarization. ICWE (2016)
Nicolai Schoch, Patrick Philipp, Tobias Weller, Sandy Engelhardt, Mykola Volovyk, Andreas Fetzer, Marco Nolden, Raffaele De Simone, Ivo Wolf, Maria Maleshkova, Achim Rettinger, Rudi Studer, Vincent Heuveline
Cognitive tools pipeline for assistance of mitral valve surgery. Medical Imaging: Image-Guided Procedures (2016)
Lei Zhang, Michael Färber, Achim Rettinger
XKnowSearch!: Exploiting Knowledge Bases for Entity-based Cross-lingual Information Retrieval. CIKM (2016)
Michael Färber, Achim Rettinger
A Statistical Comparison of Current Knowledge Bases. SEMANTiCS (Posters & Demos) (2015)
Lei Zhang, Cong Liu, Achim Rettinger
A Topic-Sensitive Model for Salient Entity Linking. LD4IE@ISWC (2015)
Lei Zhang, Yunpeng Dong, Achim Rettinger
Towards Entity Correctness, Completeness and Emergence for Entity Recognition. WWW (Companion Volume) (2015)
Patrick Philipp, Maria Maleshkova, Achim Rettinger, Darko Katic
A Semantic Framework for Sequential Decision Making. ICWE (2015)
Keno März, Mohammadreza Hafezi, Tobias Weller, Arash Saffari, Marco Nolden, Nassim Fard, A. Majlesara, Sascha Zelzer, Maria Maleshkova, Mykola Volovyk, N. Gharabaghi, Martin Wagner, G. Emami, Sandy Engelhardt, Andreas Fetzer, Hannes Kenngott, N. Rezai, Achim Rettinger, Rudi Studer, Arianeb Mehrabi, Lena Maier-Hein
Toward knowledge-based liver surgery: holistic information processing for surgical decision support. Int. J. Comput. Assist. Radiol. Surg. 10 (6) (2015)
Achim Rettinger, Artem Schumilin, Steffen Thoma, Basil Ell
Learning a Cross-Lingual Semantic Representation of Relations Expressed in Text. ESWC (2015)
Matthias Nickles, Achim Rettinger
Interactive Relational Reinforcement Learning of Concept Semantics (Extended Abstract). ICAPS (2015)
Patrick Philipp, Maria Maleshkova, Michael Götz, Christian Weber, Benedikt Kämpgen, Sascha Zelzer, Klaus H. Maier-Hein, Miriam Klauß, Achim Rettinger
Automatisierung von Vorverarbeitungsschritten für medizinische Bilddaten mit semantischen Technologien. Bildverarbeitung für die Medizin (2015)
Lei Zhang, Thanh Tran, Achim Rettinger
A Theoretical Analysis of Cross-lingual Semantic Relatedness in Vector Space Models. ICTIR (2015)
Lei Zhang, Wentao Chen, Thanh Tran, Achim Rettinger
Time-Aware Entity Search in DBpedia. ESWC (Satellite Events) (2015)
Aditya Mogadala, Achim Rettinger
Multi-modal Correlated Centroid Space for Multi-lingual Cross-Modal Retrieval. ECIR (2015)
Alexander G. Hauptmann, James Hodson, Juanzi Li, Nicu Sebe, Achim Rettinger
Cross-Lingual Cross-Media Content Linking: Annotations and Joint Representations (Dagstuhl Seminar 15201). Dagstuhl Reports 5 (5) (2015)
Martin Wagner, Rudolf Rempel, Thilo Schulte, Darko Katic, Tobias Weller, Patrick Philipp, Maria Maleshkova, Achim Rettinger, Stefanie Speidel, Beat P. Müller-Stich, Hannes Kenngott
Surgical Treatment Model for Context Aware Assistance Systems in Perioperative Surgical Treatment. CURAC (2015)
Michael Färber, Achim Rettinger
Toward Real Event Detection. DeRiVE@ESWC (2015)
Lei Zhang, Michael Färber, Thanh Tran, Achim Rettinger
Exploiting Semantic Annotations for Entity-based Information Retrieval. ISWC (Posters & Demos) (2014)
Xavier Carreras, Lluís Padró, Lei Zhang, Achim Rettinger, Zhixing Li, Esteban García-Cuesta, Zeljko Agic, Bozo Bekavac, Blaz Fortuna, Tadej Stajner
XLike Project Language Analysis Services. EACL (2014)
Benedikt Kämpgen, Keno März, Mohammadreza Hafezi, Alfred Adler, Patrick Philipp, Sascha Zelzer, Arash Saffari, Marco Nolden, Arianeb Mehrabi, Lena Maier-Hein, Achim Rettinger
Challenges in Collecting Patient Characteristics for Analysis using Linked Data. CURAC (2014)
Philipp Gemmeke, Maria Maleshkova, Patrick Philipp, Michael Götz, Christian Weber, Benedikt Kämpgen, Marco Nolden, Klaus H. Maier-Hein, Achim Rettinger
Using Linked Data and Web APIs for Automating the Pre-processing of Medical Images. COLD (2014)
Yi Huang, Volker Tresp, Maximilian Nickel, Achim Rettinger, Hans-Peter Kriegel
A scalable approach for statistical learning in semantic graphs. Semantic Web 5 (1) (2014)
Lei Zhang, Achim Rettinger
Semantic Annotation, Analysis and Comparison: A Multilingual and Cross-lingual Text Analytics Toolkit. EACL (2014)
Andreas Thalhammer, Achim Rettinger
Browsing DBpedia Entities with Summaries. ESWC (Satellite Events) (2014)
Lei Zhang, Michael Färber, Achim Rettinger
xLiD-Lexica: Cross-lingual Linked Data Lexica. LREC (2014)
Lei Zhang, Achim Rettinger
X-LiSA: Cross-lingual Semantic Annotation. Proc. VLDB Endow. 7 (13) (2014)
Achim Rettinger, Lei Zhang, Dasa Berovic, Danijela Merkler, Matea Srebacic, Marko Tadic
RECSA: Resource for Evaluating Cross-lingual Semantic Annotation. LREC (2014)
Andreas Wagner, Peter Haase, Achim Rettinger, Holger Lamm
Entity-Based Data Source Contextualization for Searching the Web of Data. ESWC (Satellite Events) (2014)
Matthias Nickles, Achim Rettinger
Interactive relational reinforcement learning of concept semantics. Mach. Learn. 94 (2) (2014)
Andreas Wagner, Peter Haase, Achim Rettinger, Holger Lamm
Entity-based Data Source Contextualization for Searching the Web of Data. PROFILES@ESWC (2014)
Michael Färber, Lei Zhang, Achim Rettinger
Kuphi - an Investigation Tool for Searching for and via Semantic Relations. ESWC (Satellite Events) (2014)
Michael Färber, Achim Rettinger
A semantic wiki for novelty search on documents. DIR (2013)
Lei Zhang, Achim Rettinger, Michael Färber, Marko Tadic
A Comparative Evaluation of Cross-Lingual Text Annotation Techniques. CLEF (2013)
Lei Zhang, Thanh Tran, Achim Rettinger
Probabilistic Query Rewriting for Efficient and Effective Keyword Search on Graph Data. Proc. VLDB Endow. 6 (14) (2013)
Andreas Wagner, Peter Haase, Achim Rettinger, Holger Lamm
Discovering Related Data Sources in Data-Portals. SemStats@ISWC (2013)
Julia Hoxha, Achim Rettinger
First-Order Probabilistic Model for Hybrid Recommendations. ICMLA (2) (2013)
Achim Rettinger, Hendrik Wermser, Yi Huang, Volker Tresp
Context-aware tensor decomposition for relation prediction in social networks. Soc. Netw. Anal. Min. 2 (4) (2012)
Achim Rettinger, Uta Lösch, Volker Tresp, Claudia d'Amato, Nicola Fanizzi
Mining the Semantic Web - Statistical learning for next generation knowledge bases. Data Min. Knowl. Discov. 24 (3) (2012)
Uta Lösch, Stephan Bloehdorn, Achim Rettinger
Graph Kernels for RDF Data. ESWC (2012)
Hendrik Wermser, Achim Rettinger, Volker Tresp
Modeling and Learning Context-Aware Recommendation Scenarios Using Tensor Decomposition. ASONAM (2011)
Volker Tresp, Yi Huang, Xueyan Jiang, Achim Rettinger
Graphical Models for Relations - Modeling Relational Context. KDIR (2011)
Achim Rettinger, Matthias Nickles, Volker Tresp
Statistical relational learning of trust. Mach. Learn. 82 (2) (2011)
Yi Huang, Volker Tresp, Markus Bundschus, Achim Rettinger, Hans-Peter Kriegel
Multivariate Prediction for Learning on the Semantic Web. ILP (2010)
Davide Francesco Barbieri, Daniele Braga, Stefano Ceri, Emanuele Della Valle, Yi Huang, Volker Tresp, Achim Rettinger, Hendrik Wermser
Deductive and Inductive Stream Reasoning for Semantic Social Media Analytics. IEEE Intell. Syst. 25 (6) (2010)
Matthias Nickles, Achim Rettinger
Partially Observable Markov Decision Processes with Behavioral Norms. Normative Multi-Agent Systems (2009)
Markus Bundschus, Shipeng Yu, Volker Tresp, Achim Rettinger, Mathäus Dejori, Hans-Peter Kriegel
Hierarchical Bayesian Models for Collaborative Tagging Systems. ICDM (2009)
Achim Rettinger, Matthias Nickles, Volker Tresp
Statistical Relational Learning with Formal Ontologies. ECML/PKDD (2) (2009)
Angelika Först, Achim Rettinger, Matthias Nickles
Argumentation- vs. Proposal-Based Negotiation: An Empirical Case Study on the Basis of Game-Theoretic Solution Concepts. ArgMAS (2008)
Achim Rettinger, Matthias Nickles, Volker Tresp
A statistical relational model for trust learning. AAMAS (2) (2008)
Volker Tresp, Markus Bundschus, Achim Rettinger, Yi Huang
Towards Machine Learning on the Semantic Web. URSW (LNCS Vol.) (2008)
Zhao Xu, Volker Tresp, Achim Rettinger, Kristian Kersting
Social Network Mining with Nonparametric Relational Models. SNAKDD (2008)
Achim Rettinger, Matthias Nickles, Volker Tresp
Learning Initial Trust Among Interacting Agents. CIA (2007)
Achim Rettinger, Martin Zinkevich, Michael H. Bowling
Boosting Expert Ensembles for Rapid Concept Recall. AAAI (2006)

Achim Rettinger.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Achim Rettinger