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Street-Map Based Validation of Semantic Segmentation in Autonomous Driving


Apr 15, 2021
Laura von Rueden, Tim Wirtz, Fabian Hueger, Jan David Schneider, Nico Piatkowski, Christian Bauckhage

* Final version accepted at the International Conference on Pattern Recognition (ICPR). arXiv admin note: substantial text overlap with arXiv:2011.08008 

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Recurrent Point Review Models


Dec 10, 2020
Kostadin Cvejoski, Ramses J. Sanchez, Bogdan Georgiev, Christian Bauckhage, Cesar Ojeda

* 2020 International Joint Conference on Neural Networks (IJCNN), Glasgow, United Kingdom, 2020, pp. 1-8 
* 8 pages, 6 figures, Published in: 2020 International Joint Conference on Neural Networks (IJCNN) 

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NLPGym -- A toolkit for evaluating RL agents on Natural Language Processing Tasks


Nov 16, 2020
Rajkumar Ramamurthy, Rafet Sifa, Christian Bauckhage

* Accepted at Wordplay: When Language Meets Games Workshop @ NeurIPS 2020 

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Towards Map-Based Validation of Semantic Segmentation Masks


Nov 03, 2020
Laura von Rueden, Tim Wirtz, Fabian Hueger, Jan David Schneider, Christian Bauckhage


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Learning Syllogism with Euler Neural-Networks


Jul 20, 2020
Tiansi Dong, Chengjiang Li, Christian Bauckhage, Juanzi Li, Stefan Wrobel, Armin B. Cremers

* 16 pages, 6 figures 

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Recurrent Point Processes for Dynamic Review Models


Jan 15, 2020
Kostadin Cvejoski, Ramses J. Sanchez, Bogdan Georgiev, Jannis Schuecker, Christian Bauckhage, Cesar Ojeda

* Presented at the AAAI 2020 Workshop on Interactive and Conversational Recommendation Systems 

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Towards Supervised Extractive Text Summarization via RNN-based Sequence Classification


Nov 13, 2019
Eduardo Brito, Max Lübbering, David Biesner, Lars Patrick Hillebrand, Christian Bauckhage


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Recurrent Adversarial Service Times


Jun 24, 2019
César Ojeda, Kostadin Cvejosky, Ramsés J. Sánchez, Jannis Schuecker, Bogdan Georgiev, Christian Bauckhage


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Informed Machine Learning - Towards a Taxonomy of Explicit Integration of Knowledge into Machine Learning


Mar 29, 2019
Laura von Rueden, Sebastian Mayer, Jochen Garcke, Christian Bauckhage, Jannis Schuecker


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Neural Conditional Gradients


Jul 30, 2018
Patrick Schramowski, Christian Bauckhage, Kristian Kersting

* arXiv admin note: text overlap with arXiv:1610.05120 by other authors 

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Adiabatic Quantum Computing for Binary Clustering


Jun 17, 2017
Christian Bauckhage, Eduardo Brito, Kostadin Cvejoski, Cesar Ojeda, Rafet Sifa, Stefan Wrobel


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Using Echo State Networks for Cryptography


Apr 04, 2017
Rajkumar Ramamurthy, Christian Bauckhage, Krisztian Buza, Stefan Wrobel

* 8 pages, ICANN 2017 

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k-Means Clustering Is Matrix Factorization


Dec 23, 2015
Christian Bauckhage


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Exploring Human Vision Driven Features for Pedestrian Detection


Jan 25, 2015
Shanshan Zhang, Christian Bauckhage, Dominik A. Klein, Armin B. Cremers

* Accepted for publication in IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 

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Propagation Kernels


Oct 13, 2014
Marion Neumann, Roman Garnett, Christian Bauckhage, Kristian Kersting


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Efficient Information Theoretic Clustering on Discrete Lattices


Oct 26, 2013
Christian Bauckhage, Kristian Kersting

* This paper has been presented at the workshop LWA 2012 

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Latent Dirichlet Allocation Uncovers Spectral Characteristics of Drought Stressed Plants


Oct 16, 2012
Mirwaes Wahabzada, Kristian Kersting, Christian Bauckhage, Christoph Roemer, Agim Ballvora, Francisco Pinto, Uwe Rascher, Jens Leon, Lutz Ploemer

* Appears in Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence (UAI2012) 

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