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Christian Bauckhage

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

127

Venues

47

Active years

1998–2026

Best venue rank

A*

Where they publish

Papers

127 indexed papers, newest first.

YearVenueTitleAuthors
2026ESANNFour Quadrants of Difficulty: A Categorisation for Curriculum Learning in NLP.Vanessa Toborek, Sebastian Mller, Christian Bauckhage
2025COLINGResource-Efficient Anonymization of Textual Data via Knowledge Distillation from Large Language Models.Tobias Deuer, Max Hahnbck, Tobias Uelwer, Cong Zhao, Christian Bauckhage, Rafet Sifa
2025DISExploring Curriculum Learning for Languages: Lessons from Regular Language Tasks.Vanessa Toborek, Florian Seiffarth, Sebastian Mller, Tams Horvth, Christian Bauckhage
2025DSAAA Survey on Current Trends and Recent Advances in Text Anonymization.Tobias Deuer, Lorenz Sparrenberg, Armin Berger, Max Hahnbck, Christian Bauckhage, Rafet Sifa
2025DSAAFirst Investigation of Deep Learning for Intraoperative Gauze Segmentation in Minimally Invasive Abdominal Surgery.Priya Tomar, Maximilian Bro, Philipp Feodorovici, Jan Arensmeyer, Philipp Leifels, Aditya Parikh, Hanno Matthaei, Christian Bauckhage, Helen Schneider, Rafet Sifa
2025ICWSMArDia: Improving Arabic Dialectal Language Classification Using a Novel Dataset.Hossam Elsafty, Bouthaina Abdou, Tobias Deuer, Maren Pielka, Christian Bauckhage, Rafet Sifa
2025RO-MANImmersive Explainability: Visualizing Robot Navigation Decisions through XAI Semantic Scene Projections in Virtual Reality.Jorge de Heuvel, Sebastian Mller, Marlene Wessels, Aftab Akhtar, Christian Bauckhage, Maren Bennewitz
2023ACLA New Aligned Simple German Corpus.Vanessa Toborek, Moritz Busch, Malte Boert, Christian Bauckhage, Pascal Welke
2023DocEngImproving Zero-Shot Text Matching for Financial Auditing with Large Language Models.Lars Hillebrand, Armin Berger, Tobias Deuer, Tim Dilmaghani Khameneh, Mohamed Khaled, Bernd Kliem, Rdiger Loitz, Maren Pielka, David Leonhard, Christian Bauckhage, Rafet Sifa
2023ICLRIs Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization.Rajkumar Ramamurthy, Prithviraj Ammanabrolu, Kiant Brantley, Jack Hessel, Rafet Sifa, Christian Bauckhage, Hannaneh Hajishirzi, Yejin Choi
2023ICMLAControlled Randomness Improves the Performance of Transformer Models.Tobias Deuer, Cong Zhao, Wolfgang Krmer, David Leonhard, Christian Bauckhage, Rafet Sifa
2023IJCNNHow Does Knowledge Injection Help in Informed Machine Learning?Laura von Rden, Jochen Garcke, Christian Bauckhage
2022CECQuantum Circuit Evolution on NISQ Devices.Lukas Franken, Bogdan Georgiev, Sascha Mcke, Moritz Wolter, Raoul Heese, Christian Bauckhage, Nico Piatkowski
2022FUSIONTowards Bundle Adjustment for Satellite Imaging via Quantum Machine Learning.Nico Piatkowski, Thore Gerlach, Romain Hugues, Rafet Sifa, Christian Bauckhage, Frdric Barbaresco
2022ICANNFrom Open Set Recognition Towards Robust Multi-class Classification.Max Lbbering, Michael Gebauer, Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa
2022ICMLASolving Subset Sum Problems using Quantum Inspired Optimization Algorithms with Applications in Auditing and Financial Data Analysis.David Biesner, Thore Gerlach, Christian Bauckhage, Bernd Kliem, Rafet Sifa
2022ICMLAKPI-EDGAR: A Novel Dataset and Accompanying Metric for Relation Extraction from Financial Documents.Tobias Deuer, Syed Musharraf Ali, Lars Patrick Hillebrand, Desiana Nurchalifah, Basil Jacob, Christian Bauckhage, Rafet Sifa
2022ICPRKPI-BERT: A Joint Named Entity Recognition and Relation Extraction Model for Financial Reports.Lars Patrick Hillebrand, Tobias Deuer, Tim Dilmaghani Khameneh, Bernd Kliem, Rdiger Loitz, Christian Bauckhage, Rafet Sifa
2022WIWhat can we expect from Quantum (Digital) Twins?Malik Amir, Christian Bauckhage, Alina M. Chircu, Christian Czarnecki, Christian Knopf, Nico Piatkowski, Eldar Sultanow
2021AAAILearning Deep Generative Models for Queuing Systems.Csar Ojeda, Kostadin Cvejoski, Bogdan Georgiev, Christian Bauckhage, Jannis Schuecker, Ramss J. Snchez
2021DocEngALiBERT: improved automated list inspection (ALI) with BERT.Rajkumar Ramamurthy, Maren Pielka, Robin Stenzel, Christian Bauckhage, Rafet Sifa, Tim Dilmaghani Khameneh, Ulrich Warning, Bernd Kliem, Rdiger Loitz
2021DSAADecoupling Autoencoders for Robust One-vs-Rest Classification.Max Lbbering, Michael Gebauer, Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa
2021ESANNToxicity Detection in Online Comments with Limited Data: A Comparative Analysis.Max Lbbering, Maren Pielka, Kajaree Das, Michael Gebauer, Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa
2020DSAAShells within Minimum Enclosing Balls.Christian Bauckhage, Michael Bortz, Rafet Sifa
2020ICANNHopfield Networks for Vector Quantization.Christian Bauckhage, Rajkumar Ramamurthy, Rafet Sifa
2020ICANNFrom Imbalanced Classification to Supervised Outlier Detection Problems: Adversarially Trained Auto Encoders.Max Lbbering, Rajkumar Ramamurthy, Michael Gebauer, Thiago Bell, Rafet Sifa, Christian Bauckhage
2020ICANNGuided Reinforcement Learning via Sequence Learning.Rajkumar Ramamurthy, Rafet Sifa, Max Lbbering, Christian Bauckhage
2020ICPRSupervised Autoencoder Variants for End to End Anomaly Detection.Max Lbbering, Michael Gebauer, Rajkumar Ramamurthy, Rafet Sifa, Christian Bauckhage
2020ICPRSwitching Dynamical Systems with Deep Neural Networks.Csar Ojeda, Bogdan Georgiev, Kostadin Cvejoski, Jannis Schcker, Christian Bauckhage, Ramss J. Snchez
2020ICPRAuto Encoding Explanatory Examples with Stochastic Paths.Csar Ojeda, Ramss J. Snchez, Kostadin Cvejoski, Jannis Schcker, Christian Bauckhage, Bogdan Georgiev
2020ICPRTackling Contradiction Detection in German Using Machine Translation and End-to-End Recurrent Neural Networks.Maren Pielka, Rafet Sifa, Lars Patrick Hillebrand, David Biesner, Rajkumar Ramamurthy, Anna Ladi, Christian Bauckhage
2020ICPRStreet-Map Based Validation of Semantic Segmentation in Autonomous Driving.Laura von Rden, Tim Wirtz, Fabian Hger, Jan David Schneider, Nico Piatkowski, Christian Bauckhage
2020IJCNNProblem Solving with Hopfield Networks and Adiabatic Quantum Computing.Christian Bauckhage, Ramss J. Snchez, Rafet Sifa
2020IJCNNRecurrent Point Review Models.Kostadin Cvejoski, Ramss J. Snchez, Bogdan Georgiev, Christian Bauckhage, Csar Ojeda
2020ICPRDecision Snippet Features.Pascal Welke, Fouad Alkhoury, Christian Bauckhage, Stefan Wrobel
2020IJCNNNovelty-Guided Reinforcement Learning via Encoded Behaviors.Rajkumar Ramamurthy, Rafet Sifa, Max Lbbering, Christian Bauckhage
2020IDACombining Machine Learning and Simulation to a Hybrid Modelling Approach: Current and Future Directions.Laura von Rden, Sebastian Mayer, Rafet Sifa, Christian Bauckhage, Jochen Garcke
2020SDMAdiabatic Quantum Computing for Max-Sum Diversification.Christian Bauckhage, Rafet Sifa, Stefan Wrobel
2019AAAITriple Classification Using Regions and Fine-Grained Entity Typing.Tiansi Dong, Zhigang Wang, Juanzi Li, Christian Bauckhage, Armin B. Cremers
2019DocEngA Hybrid AI Tool to Extract Key Performance Indicators from Financial Reports for Benchmarking.Eduardo Brito, Rafet Sifa, Christian Bauckhage, Rdiger Loitz, Uwe Lohmeier, Christin Pnt
2019DocEngTowards Automated Auditing with Machine Learning.Rafet Sifa, Anna Ladi, Maren Pielka, Rajkumar Ramamurthy, Lars Patrick Hillebrand, Birgit Kirsch, David Biesner, Robin Stenzel, Thiago Bell, Max Lbbering, Ulrich Ntten, Christian Bauckhage, Ulrich Warning, Benedikt Frst, Tim Dilmaghani Khameneh, Daniel Thom, Ilgar Huseynov, Roland Kahlert, Jennifer Schlums, Hisham Ismail, Bernd Kliem, Rdiger Loitz
2019DSAAJoint Selection of Central and Extremal Prototypes Based on Kernel Minimum Enclosing Balls.Christian Bauckhage, Rafet Sifa
2019ICANNPrototypes Within Minimum Enclosing Balls.Christian Bauckhage, Rafet Sifa, Tiansi Dong
2019ICANNLeveraging Domain Knowledge for Reinforcement Learning Using MMC Architectures.Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa, Jannis Schcker, Stefan Wrobel
2019ICANNEcho State Networks for Named Entity Recognition.Rajkumar Ramamurthy, Robin Stenzel, Rafet Sifa, Anna Ladi, Christian Bauckhage
2019ICLRImposing Category Trees Onto Word-Embeddings Using A Geometric Construction.Tiansi Dong, Christian Bauckhage, Hailong Jin, Juanzi Li, Olaf Cremers, Daniel Speicher, Armin B. Cremers, Jrg Zimmermann
2018ICANNPolicy Learning Using SPSA.Rajkumar Ramamurthy, Christian Bauckhage, Rafet Sifa, Stefan Wrobel
2018ICANNSimple Recurrent Neural Networks for Support Vector Machine Training.Rafet Sifa, Daniel Paurat, Daniel Trabold, Christian Bauckhage
2018ICANNSPSA for Layer-Wise Training of Deep Networks.Benjamin Wulff, Jannis Schcker, Christian Bauckhage
2017DSAAOnline k-Maxoids Clustering.Rafet Sifa, Christian Bauckhage
2017ICANNA Neural Network Implementation of Frank-Wolfe Optimization.Christian Bauckhage
2017ICANNUsing Echo State Networks for Cryptography.Rajkumar Ramamurthy, Christian Bauckhage, Krisztin Bza, Stefan Wrobel
2017ICWSMInverse Dynamical Inheritance in Stack Exchange Taxonomies.Csar Ojeda, Kostadin Cvejoski, Rafet Sifa, Christian Bauckhage
2015IJCAIComputer Science on the Move: Inferring Migration Regularities from the Web via Compressed Label Propagation.Fabian Hadiji, Martin Mladenov, Christian Bauckhage, Kristian Kersting
2015ICWSMHow Viral Are Viral Videos?Christian Bauckhage, Fabian Hadiji, Kristian Kersting
2015IVAModeling Sensation for an Intelligent Virtual Agent's Perception Process.Tobias Haubrich, Sven Seele, Rainer Herpers, Christian Bauckhage, Peter Becker
2015RecSysUser Churn Migration Analysis with DEDICOM.Rafet Sifa, Csar Ojeda, Christian Bauckhage
2015UAIParameterizing the Distance Distribution of Undirected Networks.Christian Bauckhage, Kristian Kersting, Fabian Hadiji
2014ACCVEfficient Pose-Based Action Recognition.Abdalrahman Eweiwi, Muhammed Shahzad Cheema, Christian Bauckhage, Juergen Gall
2014CVPRInformed Haar-Like Features Improve Pedestrian Detection.Shanshan Zhang, Christian Bauckhage, Armin B. Cremers
2014ICPRKernel Archetypal Analysis for Clustering Web Search Frequency Time Series.Christian Bauckhage, Kasra Manshaei
2014ICPRErosion Band Features for Cell Phone Image Based Plant Disease Classification.Marion Neumann, Lisa Hallau, Benjamin Klatt, Kristian Kersting, Christian Bauckhage
2014ICPRCenter-Surround Contrast Features for Pedestrian Detection.Shanshan Zhang, Dominik Alexander Klein, Christian Bauckhage, Armin B. Cremers
2014WWWCollective attention to social media evolves according to diffusion models.Christian Bauckhage, Kristian Kersting, Bashir Rastegarpanah
2013FDGA comparison of methods for player clustering via behavioral telemetry.Anders Drachen, Christian Thurau, Rafet Sifa, Christian Bauckhage
2013ICWSMMathematical Models of Fads Explain the Temporal Dynamics of Internet Memes.Christian Bauckhage, Kristian Kersting, Fabian Hadiji
2012AAAIPre-Symptomatic Prediction of Plant Drought Stress Using Dirichlet-Aggregation Regression on Hyperspectral Images.Kristian Kersting, Zhao Xu, Mirwaes Wahabzada, Christian Bauckhage, Christian Thurau, Christoph Rmer, Agim Ballvora, Uwe Rascher, Jens Leon, Lutz Plmer
2012ICDMEfficient Learning for Hashing Proportional Data.Zhao Xu, Kristian Kersting, Christian Bauckhage
2012ICECCognitive Agents for Microscopic Traffic Simulations in Virtual Environments.Sven Seele, Rainer Herpers, Christian Bauckhage
2012ICIPWho is doing what? Simultaneous recognition of actions and actors.Muhammad Shahzad Cheema, Abdalrahman Eweiwi, Christian Bauckhage
2012ICIPGait recognition by learning distributed key poses.Muhammad Shahzad Cheema, Abdalrahman Eweiwi, Christian Bauckhage
2012UAILatent Dirichlet Allocation Uncovers Spectral Characteristics of Drought Stressed Plants.Mirwaes Wahabzada, Kristian Kersting, Christian Bauckhage, Christoph Rmer, Agim Ballvora, Francisco Pinto, Uwe Rascher, Jens Leon, Lutz Ploemer
2012SDMSimplex Distributions for Embedding Data Matrices over Time.Kristian Kersting, Mirwaes Wahabzada, Christoph Rmer, Christian Thurau, Agim Ballvora, Uwe Rascher, Jens Leon, Christian Bauckhage, Lutz Plmer
2012SDMDeterministic CUR for Improved Large-Scale Data Analysis: An Empirical Study.Christian Thurau, Kristian Kersting, Christian Bauckhage
2011AVSSAutomatic detection of dangerous motion behavior in human crowds.Barbara Krausz, Christian Bauckhage
2011CIKMMore influence means less work: fast latent dirichlet allocation by influence scheduling.Mirwaes Wahabzada, Kristian Kersting, Anja Pilz, Christian Bauckhage
2011ICWSMInsights into Internet Memes.Christian Bauckhage
2010CIKMNetwork growth and the spectral evolution model.Jrme Kunegis, Damien Fay, Christian Bauckhage
2010CIKMYes we can: simplex volume maximization for descriptive web-scale matrix factorization.Christian Thurau, Kristian Kersting, Christian Bauckhage
2010GIGroup Evolution Patterns in World of Warcraft.Christian Thurau, Christian Bauckhage
2010ICPRAge Recognition in the Wild.Christian Bauckhage, Amirhossein Jahanbekam, Christian Thurau
2010ICPRAdapting Information Theoretic Clustering to Binary Images.Christian Bauckhage, Christian Thurau
2010ICPRAction Recognition in Videos Using Nonnegative Tensor Factorization.Barbara Krausz, Christian Bauckhage
2010ICPRThe Snippet Statistics of Font Recognition.Jakub Lidke, Christian Thurau, Christian Bauckhage
2010ICPRMalware Detection on Mobile Devices Using Distributed Machine Learning.Ashkan Sharifi Shamili, Christian Bauckhage, Tansu Alpcan
2010ICPRReverse Indexing for Reading Graffiti Tags.Christian Thurau, Christian Bauckhage
2010ICPRThe Good, the Bad, and the Ugly: Predicting Aesthetic Image Labels.Yaowen Wu, Christian Bauckhage, Christian Thurau
2010WSDMI tag, you tag: translating tags for advanced user models.Robert Wetzker, Carsten Zimmermann, Christian Bauckhage, Sahin Albayrak
2010WISTPA Probabilistic Diffusion Scheme for Anomaly Detection on Smartphones.Tansu Alpcan, Christian Bauckhage, Aubrey-Derrick Schmidt
2009ICDMConvex Non-negative Matrix Factorization in the Wild.Christian Thurau, Kristian Kersting, Christian Bauckhage
2009InteractInvestigating CAPTCHAs Based on Visual Phenomena.Anja B. Naumann, Thomas Franke, Christian Bauckhage
2009MobiquitousAdaptive wireless services for augmented environments.Xing Liu, Tansu Alpcan, Christian Bauckhage
2009WWWThe slashdot zoo: mining a social network with negative edges.Jrme Kunegis, Andreas Lommatzsch, Christian Bauckhage
2008ECAIModeling Collaborative Similarity with the Signed Resistance Distance Kernel.Jrme Kunegis, Stephan Schmidt, Sahin Albayrak, Christian Bauckhage, Martin Mehlitz
2008ICIPIntegral correlograms and probabilistic diffusion for image tagging.Christian Bauckhage
2008ICIPImage retrieval and Web 2.0 - where can we go from here?Christian Bauckhage, Tansu Alpcan, Robert Wetzker, Winfried Umbrath
2008ICPRA discrete-time parallel update algorithm for distributed learning.Tansu Alpcan, Christian Bauckhage
2008ICPRProbabilistic Diffusion Classifiers for Object Detection.Christian Bauckhage
2008ICPRAlternative similarity functions for graph kernels.Jrme Kunegis, Andreas Lommatzsch, Christian Bauckhage
2008ICPRDetecting trends in social bookmarking systems using a probabilistic generative model and smoothing.Robert Wetzker, Till Plumbaum, Alexander Korth, Christian Bauckhage, Tansu Alpcan, Florian Metze
2008SecureCommA lightweight biometric signature scheme for user authentication over networks.Tansu Alpcan, Sinan Kesici, Daniel Bicher, Mehmet Kivan Mihak, Christian Bauckhage, Seyit Ahmet amtepe
2007BMVCDistance-Free Image Retrieval Based on Stochastic Diffusion over Bipartite Graphs.Christian Bauckhage
2007CAIPExtracting Salient Points and Parts of Shapes Using ModifiedChristian Bauckhage
2007CWTowards 3D Internet: Why, What, and How?Tansu Alpcan, Christian Bauckhage, Evangelos Kotsovinos
2007ICIPTensor-Based Filter Design using Kernel Ridge Regression.Christian Bauckhage
2007IRIA Fast, Feature-based Cluster Algorithm for Information Retrieval.Martin Mehlitz, Christian Bauckhage, Sahin Albayrak
2007SMCAn intelligent knowledge sharing system for web communities.Christian Bauckhage, Tansu Alpcan, Sachin Agarwal, Florian Metze, Robert Wetzker, Milena Ilic, Sahin Albayrak
2007SMCA new evaluation measure for information retrieval systems.Martin Mehlitz, Christian Bauckhage, Jrme Kunegis, Sahin Albayrak
2006CVPRApplying Ensembles of Multilinear Classifiers in the Frequency Domain.Christian Bauckhage, Thomas Kster, John K. Tsotsos
2006ICIPTree-Based Signatures for Shape Classification.Christian Bauckhage
2006ICPRFast, Illumination Insensitive Face Detection Based on Multilinear Techniques and Curvature Features.Christian Bauckhage, Thomas Kster
2006ICPRBenefits of Separable, Multilinear Discriminant Classification.Christian Bauckhage, Thomas Kster
2006ICPRBenefits of Separable, Multilinear Discriminant Classification.Christian Bauckhage, Thomas Kster
2006ICPRBayesian Imitation of Human Behavior in Interactive Computer Games.Bernard Gorman, Christian Thurau, Christian Bauckhage, Mark Humphrys
2006ICPRClassification of Team Behaviors in Sports Video Games.Christian Thurau, Thomas Hettenhausen, Christian Bauckhage
2005CAIPSeparable Linear Classifiers for Online Learning in Appearance Based Object Detection.Christian Bauckhage, John K. Tsotsos
2005ICIPBounding box splitting for robust shape classification.Christian Bauckhage, John K. Tsotsos
2005ICMICombining environmental cues & head gestures to interact with wearable devices.Marc Hanheide, Christian Bauckhage, Gerhard Sagerer
2004CVPRA Cognitive Vision System for Action Recognition in Office Environments.Christian Bauckhage, Marc Hanheide, Sebastian Wrede, Gerhard Sagerer
2004ICPRMemory Consistency Validation in a Cognitive Vision System.Marc Hanheide, Christian Bauckhage, Gerhard Sagerer
2004ICPRIntegration Frameworks for Large Scale Cognitive Vision Systems - An Evaluative Study.Sebastian Wrede, Christian Bauckhage, Gerhard Sagerer, Wolfgang Ponweiser, Markus Vincze
2004ICPRAn XML Based Framework for Cognitive Vision Architectures.Sebastian Wrede, Jannik Fritsch, Christian Bauckhage, Gerhard Sagerer
2003CAIPA Structural Framework for Assembly Modeling and Recognition.Christian Bauckhage, Franz Kummert, Gerhard Sagerer
2003ICMICombining speech and haptics for intuitive and efficient navigation through image databases.Thomas Kster, Michael Pfeiffer, Christian Bauckhage
2002ICMIEvaluating Integrated Speech- and Image Understanding.Christian Bauckhage, Jannik Fritsch, Katharina J. Rohlfing, Sven Wachsmuth, Gerhard Sagerer
2000SSPRGrammars and Discourse Theory to Describe and Recognize Mechanical Assemblies.Christian Bauckhage, Susanne Kronenberg, Franz Kummert, Gerhard Sagerer
1998ICCVComparing and Evaluating Interest Points.Cordelia Schmid, Roger Mohr, Christian Bauckhage