Tim Landgraf

Orcid: 0000-0003-4951-5235

According to our database1, Tim Landgraf authored at least 37 papers between 2010 and 2024.

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Bibliography

2024
WeiPer: OOD Detection using Weight Perturbations of Class Projections.
CoRR, 2024

TABCF: Counterfactual Explanations for Tabular Data Using a Transformer-Based VAE.
Proceedings of the 5th ACM International Conference on AI in Finance, 2024

Check News in One Click: NLP-Empowered Pro-Kremlin Propaganda Detection.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023
Automated Multilingual Detection of Pro-Kremlin Propaganda in Newspapers and Telegram Posts.
Datenbank-Spektrum, March, 2023

PapagAI: Automated Feedback for Reflective Essays.
Proceedings of the KI 2023: Advances in Artificial Intelligence, 2023

2022
A Rigorous Study Of The Deep Taylor Decomposition.
Trans. Mach. Learn. Res., 2022

Chaotic Dynamics are Intrinsic to Neural Network Training with SGD.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

DNNR: Differential Nearest Neighbors Regression.
Proceedings of the International Conference on Machine Learning, 2022

Do Users Benefit From Interpretable Vision? A User Study, Baseline, And Dataset.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
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., 2021

Animal-in-the-Loop: Using Interactive Robotic Conspecifics to Study Social Behavior in Animal Groups.
Annu. Rev. Control. Robotics Auton. Syst., 2021


Biomimetic robots promote the 3Rs Principle in animal testing.
Proceedings of the 2021 Conference on Artificial Life, 2021

A German Corpus of Reflective Sentences.
Proceedings of the 18th International Conference on Natural Language Processing (ICON 2021), National Institute of Technology Silchar, Silchar, India, December 16, 2021

2020
Socially competent robots: adaptation improves leadership performance in groups of live fish.
CoRR, 2020

Robofish as Social Partner for Live Guppies.
Proceedings of the Biomimetic and Biohybrid Systems - 9th International Conference, 2020

When Explanations Lie: Why Many Modified BP Attributions Fail.
Proceedings of the 37th International Conference on Machine Learning, 2020

Restricting the Flow: Information Bottlenecks for Attribution.
Proceedings of the 8th International Conference on Learning Representations, 2020

Motion Dynamics of Foragers in Honey Bee Colonies.
Proceedings of the Swarm Intelligence - 12th International Conference, 2020

2019
When Explanations Lie: Why Modified BP Attribution Fails.
CoRR, 2019

2018
RenderGAN: Generating Realistic Labeled Data.
Frontiers Robotics AI, 2018

Tracking All Members of a Honey Bee Colony Over Their Lifetime Using Learned Models of Correspondence.
Frontiers Robotics AI, 2018

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, 2018

BioTracker: An Open-Source Computer Vision Framework for Visual Animal Tracking.
CoRR, 2018

Dancing Honey bee Robot Elicits Dance-Following and Recruits Foragers.
CoRR, 2018

Automatic localization and decoding of honeybee markers using deep convolutional neural networks.
CoRR, 2018

Tracking all members of a honey bee colony over their lifetime.
CoRR, 2018

A neural network model for familiarity and context learning during honeybee foraging flights.
Biol. Cybern., 2018

2017
Automatic detection and decoding of honey bee waggle dances.
CoRR, 2017

2014
Electro-communicating Dummy Fish Initiate Group Behavior in the Weakly Electric Fish Mormyrus rume.
Proceedings of the Biomimetic and Biohybrid Systems - Third International Conference, 2014

Blending in with the Shoal: Robotic Fish Swarms for Investigating Strategies of Group Formation in Guppies.
Proceedings of the Biomimetic and Biohybrid Systems - Third International Conference, 2014

2013
RoboBee: A Biomimetic Honeybee Robot for the Analysis of the Dance Communication System (RoboBee: Ein biomimetischer Bienenroboter für die Erforschung des Bienentanzes)
PhD thesis, 2013

Interactive Robotic Fish for the Analysis of Swarm Behavior.
Proceedings of the Advances in Swarm Intelligence, 4th International Conference, 2013

NeuroCopter: Neuromorphic Computation of 6D Ego-Motion of a Quadcopter.
Proceedings of the Biomimetic and Biohybrid Systems, 2013

2012
Imitation of the Honeybee Dance Communication System by Means of a Biomimetic Robot.
Proceedings of the Biomimetic and Biohybrid Systems - First International Conference, 2012

A Multi-agent Platform for Biomimetic Fish.
Proceedings of the Biomimetic and Biohybrid Systems - First International Conference, 2012

2010
A biomimetic honeybee robot for the analysis of the honeybee dance communication system.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010


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