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Tim Landgraf

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2020 – today

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2024
[c20]
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Veronika Solopova, Viktoriia Herman, Christoph Benzmüller, Tim Landgraf:
Check News in One Click: NLP-Empowered Pro-Kremlin Propaganda Detection. EACL (Demonstrations) 2024: 44-51
[i16]
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  - journals/corr/abs-2401-15717
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Veronika Solopova, Viktoriia Herman, Christoph Benzmüller, Tim Landgraf:
Check News in One Click: NLP-Empowered Pro-Kremlin Propaganda Detection. CoRR abs/2401.15717 (2024)
[i15]
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  - journals/corr/abs-2405-17164
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Maximilian Granz, Manuel Heurich, Tim Landgraf:
WeiPer: OOD Detection using Weight Perturbations of Class Projections. CoRR abs/2405.17164 (2024)
2023
[j8]
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Veronika Solopova, Oana-Iuliana Popescu, Christoph Benzmüller, Tim Landgraf:
Automated Multilingual Detection of Pro-Kremlin Propaganda in Newspapers and Telegram Posts. Datenbank-Spektrum 23(1): 5-14 (2023)
[c19]
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Veronika Solopova, Eiad Rostom, Fritz Cremer, Adrian Gruszczynski, Sascha Witte, Chengming Zhang, Fernando Ramos López, Lea Plößl, Florian Hofmann, Ralf Romeike, Michaela Gläser-Zikuda, Christoph Benzmüller, Tim Landgraf:
PapagAI: Automated Feedback for Reflective Essays. KI 2023: 198-206
[i14]
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  - journals/corr/abs-2301-10604
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Veronika Solopova, Oana-Iuliana Popescu, Christoph Benzmüller, Tim Landgraf:
Automated multilingual detection of Pro-Kremlin propaganda in newspapers and Telegram posts. CoRR abs/2301.10604 (2023)
[i13]
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  - journals/corr/abs-2307-07523
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Veronika Solopova, Adrian Gruszczynski, Eiad Rostom, Fritz Cremer, Sascha Witte, Chengming Zhang, Fernando Ramos López, Lea Plößl, Florian Hofmann, Ralf Romeike, Michaela Gläser-Zikuda, Christoph Benzmüller, Tim Landgraf:
PapagAI: Automated Feedback for Reflective Essays. CoRR abs/2307.07523 (2023)
2022
[j7]
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Leon Sixt, Tim Landgraf:
A Rigorous Study Of The Deep Taylor Decomposition. Trans. Mach. Learn. Res. 2022 (2022)
[c18]
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Leon Sixt, Martin Schuessler, Oana-Iuliana Popescu, Philipp Weiß, Tim Landgraf:
Do Users Benefit From Interpretable Vision? A User Study, Baseline, And Dataset. ICLR 2022
[c17]
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Youssef Nader, Leon Sixt, Tim Landgraf:
DNNR: Differential Nearest Neighbors Regression. ICML 2022: 16296-16317
[c16]
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Luis Herrmann, Maximilian Granz, Tim Landgraf:
Chaotic Dynamics are Intrinsic to Neural Network Training with SGD. NeurIPS 2022
[i12]
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  - journals/corr/abs-2204-11642
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Leon Sixt, Martin Schuessler, Oana-Iuliana Popescu, Philipp Weiß, Tim Landgraf:
Do Users Benefit From Interpretable Vision? A User Study, Baseline, And Dataset. CoRR abs/2204.11642 (2022)
[i11]
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  - journals/corr/abs-2205-08434
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Youssef Nader, Leon Sixt, Tim Landgraf:
DNNR: Differential Nearest Neighbors Regression. CoRR abs/2205.08434 (2022)
[i10]
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  - journals/corr/abs-2211-08425
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Leon Sixt, Tim Landgraf:
A Rigorous Study Of The Deep Taylor Decomposition. CoRR abs/2211.08425 (2022)
2021
[j6]
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  - journals/arcras/LandgrafGBRMHK21
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Tim Landgraf, Gregor H. W. Gebhardt, David Bierbach, Pawel Romanczuk, Lea Musiolek, Verena V. Hafner, Jens Krause:
Animal-in-the-Loop: Using Interactive Robotic Conspecifics to Study Social Behavior in Animal Groups. Annu. Rev. Control. Robotics Auton. Syst. 4: 487-507 (2021)
[j5]
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Martin Worm, Tim Landgraf, Gerhard von der Emde:
Electric signal synchronization as a behavioural strategy to generate social attention in small groups of mormyrid weakly electric fish and a mobile fish robot. Biol. Cybern. 115(6): 599-613 (2021)
[c15]
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Veronika Solopova, Oana-Iuliana Popescu, Margarita Chikobava, Ralf Romeike, Tim Landgraf, Christoph Benzmüller:
A German Corpus of Reflective Sentences. ICON 2021: 593-600
[c14]
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  - conf/isalalife/BierbachFLLMRMH21
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David Bierbach, Fritz Francisco, Juliane Lukas, Tim Landgraf, Moritz Maxeiner, Pawel Romanczuk, Lea Musiolek, Verena V. Hafner, Jens Krause:
Biomimetic robots promote the 3Rs Principle in animal testing. ALIFE 2021: 36
[c13]
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Asya Ilgün, Kostadin Angelov, Martin Stefanec, Sarah Schönwetter-Fuchs, Valerin Stokanic, Jutta Vollmann, Daniel Nicolas Hofstadler, Martin H. Kärcher, Heinrich Mellmann, Volha Taliaronak, Armands Kviesis, Vitalijs Komasilovs, Matthias A. Becher, Martina Szopek, David M. Dormagen, Rafael Barmak, Erol Bairaktarov, Matthieu Broisin, Ronald Thenius, Rob Mills, Stamatios C. Nicolis, Alexandre Campo, Aleksejs Zacepins, Sergey Petrov, Jean-Louis Deneubourg, Francesco Mondada, Tim Landgraf, Verena V. Hafner, Thomas Schmickl:
Bio-Hybrid Systems for Ecosystem Level Effects. ALIFE 2021: 41
2020
[c12]
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  - conf/antsw/WarioWDLT20
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Fernando Wario, Benjamin Wild, David M. Dormagen, Tim Landgraf, Vito Trianni:
Motion Dynamics of Foragers in Honey Bee Colonies. ANTS Conference 2020: 203-215
[c11]
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Karl Schulz, Leon Sixt, Federico Tombari, Tim Landgraf:
Restricting the Flow: Information Bottlenecks for Attribution. ICLR 2020
[c10]
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Leon Sixt, Maximilian Granz, Tim Landgraf:
When Explanations Lie: Why Many Modified BP Attributions Fail. ICML 2020: 9046-9057
[c9]
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Lea Musiolek, Verena V. Hafner, Jens Krause, Tim Landgraf, David Bierbach:
Robofish as Social Partner for Live Guppies. Living Machines 2020: 270-274
[i9]
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  - journals/corr/abs-2001-00396
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Karl Schulz, Leon Sixt, Federico Tombari, Tim Landgraf:
Restricting the Flow: Information Bottlenecks for Attribution. CoRR abs/2001.00396 (2020)
[i8]
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  - journals/corr/abs-2009-06633
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Tim Landgraf, Hauke J. Mönck, Gregor H. W. Gebhardt, Nils Weimar, Mathis Hocke, Moritz Maxeiner, Lea Musiolek, Jens Krause, David Bierbach:
Socially competent robots: adaptation improves leadership performance in groups of live fish. CoRR abs/2009.06633 (2020)

2010 – 2019

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2019
[i7]
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  - journals/corr/abs-1912-09818
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Leon Sixt, Maximilian Granz, Tim Landgraf:
When Explanations Lie: Why Modified BP Attribution Fails. CoRR abs/1912.09818 (2019)
2018
[j4]
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  - journals/bc/MullerNML18
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Jurek Müller, Martin P. Nawrot, Randolf Menzel, Tim Landgraf:
A neural network model for familiarity and context learning during honeybee foraging flights. Biol. Cybern. 112(1-2): 113-126 (2018)
[j3]
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  - journals/firai/BierbachLBEHWWA18
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David Bierbach, Juliane Lukas, Anja Bergmann, Kristiane Elsner, Leander Höhne, Christiane Weber, Nils Weimar, Lenin Arias-Rodriguez, Hauke J. Mönck, Hai Nguyen, Pawel Romanczuk, Tim Landgraf, Jens Krause:
Insights into the Social Behavior of Surface and Cave-Dwelling Fish (Poecilia mexicana) in Light and Darkness through the Use of a Biomimetic Robot. Frontiers Robotics AI 5: 3 (2018)
[j2]
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  - journals/firai/BoenischRWDWL18
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Franziska Boenisch, Benjamin Rosemann, Benjamin Wild, David M. Dormagen, Fernando Wario, Tim Landgraf:
Tracking All Members of a Honey Bee Colony Over Their Lifetime Using Learned Models of Correspondence. Frontiers Robotics AI 5: 35 (2018)
[j1]
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Leon Sixt, Benjamin Wild, Tim Landgraf:
RenderGAN: Generating Realistic Labeled Data. Frontiers Robotics AI 5: 66 (2018)
[i6]
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  - journals/corr/abs-1802-03192
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Franziska Boenisch, Benjamin Rosemann, Benjamin Wild, Fernando Wario, David M. Dormagen, Tim Landgraf:
Tracking all members of a honey bee colony over their lifetime. CoRR abs/1802.03192 (2018)
[i5]
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  - journals/corr/abs-1802-04557
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Benjamin Wild, Leon Sixt, Tim Landgraf:
Automatic localization and decoding of honeybee markers using deep convolutional neural networks. CoRR abs/1802.04557 (2018)
[i4]
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  - journals/corr/abs-1803-07126
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Tim Landgraf, David Bierbach, Andreas Kirbach, Rachel Cusing, Michael Oertel, Konstantin Lehmann, Uwe Greggers, Randolf Menzel, Raúl Rojas:
Dancing Honey bee Robot Elicits Dance-Following and Recruits Foragers. CoRR abs/1803.07126 (2018)
[i3]
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  - journals/corr/abs-1803-07985
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Hauke Jürgen Mönck, Andreas Jörg, Tobias von Falkenhausen, Julian Tanke, Benjamin Wild, David M. Dormagen, Jonas Piotrowski, Claudia Winklmayr, David Bierbach, Tim Landgraf:
BioTracker: An Open-Source Computer Vision Framework for Visual Animal Tracking. CoRR abs/1803.07985 (2018)
2017
[c8]
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Leon Sixt, Benjamin Wild, Tim Landgraf:
RenderGAN: Generating Realistic Labeled Data. ICLR (Workshop) 2017
[i2]
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  - journals/corr/abs-1708-06590
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Fernando Wario, Benjamin Wild, Raúl Rojas, Tim Landgraf:
Automatic detection and decoding of honey bee waggle dances. CoRR abs/1708.06590 (2017)
2016
[i1]
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  - journals/corr/SixtWL16
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Leon Sixt, Benjamin Wild, Tim Landgraf:
RenderGAN: Generating Realistic Labeled Data. CoRR abs/1611.01331 (2016)
2014
[c7]
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  - conf/lm/LandgrafNSSCBK14
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Tim Landgraf, Hai Nguyen, Joseph Schröer, Angelika Szengel, Romain J. G. Clément, David Bierbach, Jens Krause:
Blending in with the Shoal: Robotic Fish Swarms for Investigating Strategies of Group Formation in Guppies. Living Machines 2014: 178-189
[c6]
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Martin Worm, Tim Landgraf, Hai Nguyen, Gerhard von der Emde:
Electro-communicating Dummy Fish Initiate Group Behavior in the Weakly Electric Fish Mormyrus rume. Living Machines 2014: 446-448
2013
[b1]
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  - phd/basesearch/Landgraf13
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Tim Landgraf:
RoboBee: A Biomimetic Honeybee Robot for the Analysis of the Dance Communication System (RoboBee: Ein biomimetischer Bienenroboter für die Erforschung des Bienentanzes). FU Berlin, Germany, 2013
[c5]
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Tim Landgraf, Benjamin Wild, Tobias Ludwig, Philipp Nowak, Lovisa Helgadottir, Benjamin Daumenlang, Philipp Breinlinger, Martin P. Nawrot, Raúl Rojas:
NeuroCopter: Neuromorphic Computation of 6D Ego-Motion of a Quadcopter. Living Machines 2013: 143-153
[c4]
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  - conf/swarm/LandgrafNFSSKMCKR13
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Tim Landgraf, Hai Nguyen, Stefan Forgo, Jan Schneider, Joseph Schröer, Christoph Krüger, Henrik Matzke, Romain O. Clément, Jens Krause, Raúl Rojas:
Interactive Robotic Fish for the Analysis of Swarm Behavior. ICSI (1) 2013: 1-10
2012
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  - conf/lm/LandgrafOKMR12
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Tim Landgraf, Michael Oertel, Andreas Kirbach, Randolf Menzel, Raúl Rojas:
Imitation of the Honeybee Dance Communication System by Means of a Biomimetic Robot. Living Machines 2012: 132-143
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Tim Landgraf, Rami Akkad, Hai Nguyen, Romain O. Clément, Jens Krause, Raúl Rojas:
A Multi-agent Platform for Biomimetic Fish. Living Machines 2012: 365-366
2010
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  - conf/iros/LandgrafORR10
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Tim Landgraf, Michael Oertel, Daniel Rhiel, Raúl Rojas:
A biomimetic honeybee robot for the analysis of the honeybee dance communication system. IROS 2010: 3097-3102

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