Jan Philip Göpfert

According to our database, Jan Philip Göpfert authored at least 20 papers between 2014 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Robustness in Machine Learning: Adversarial Perturbations, Explanations & Intuition.

Jan Philip Göpfert

PhD thesis, 2022

Intuitiveness in Active Teaching.

Jan Philip Göpfert, Ulrike Kuhl, Lukas Hindemith, Heiko Wersing, Barbara Hammer

IEEE Trans. Hum. Mach. Syst., 2022

Interpretable Locally Adaptive Nearest Neighbors.

Jan Philip Göpfert, Heiko Wersing, Barbara Hammer

Neurocomputing, 2022

Explainable Artificial Intelligence for Improved Modeling of Processes.

Riza Velioglu, Jan Philip Göpfert, André Artelt, Barbara Hammer

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022

2021

Towards an automatic analysis of CHO-K1 suspension growth in microfluidic single-cell cultivation.

Dominik Stallmann, Jan Philip Göpfert, Julian Schmitz, Alexander Grünberger, Barbara Hammer

Bioinform., 2021

How to Compare Adversarial Robustness of Classifiers from a Global Perspective.

Niklas Risse, Christina Göpfert, Jan Philip Göpfert

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2020

Deep Learning for Understanding Satellite Imagery: An Experimental Survey.

Sharada Prasanna Mohanty, Jakub Czakon, Kamil A. Kaczmarek, Andrzej Pyskir, Piotr Tarasiewicz, Saket Kunwar, Janick Rohrbach, Dave Luo, Manjunath Prasad, Sascha Fleer, Jan Philip Göpfert, Akshat Tandon, Guillaume Mollard, Nikhil Rayaprolu, Marcel Salathé, Malte Schilling

Frontiers Artif. Intell., 2020

Why robots should be technical: Correcting mental models through technical architecture concepts.

Lukas Hindemith, Anna-Lisa Vollmer, Jan Philip Göpfert, Christiane B. Wiebel-Herboth, Britta Wrede

CoRR, 2020

Adversarial examples and where to find them.

Niklas Risse, Christina Göpfert, Jan Philip Göpfert

CoRR, 2020

Adversarial Attacks Hidden in Plain Sight.

Jan Philip Göpfert, André Artelt, Heiko Wersing, Barbara Hammer

Proceedings of the Advances in Intelligent Data Analysis XVIII, 2020

Prototype-Based Online Learning on Homogeneously Labeled Streaming Data.

Christian Limberg, Jan Philip Göpfert, Heiko Wersing, Helge J. Ritter

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

Locally Adaptive Nearest Neighbors.

Jan Philip Göpfert, Heiko Wersing, Barbara Hammer

Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

2019

Adversarial attacks hidden in plain sight.

Jan Philip Göpfert, Heiko Wersing, Barbara Hammer

CoRR, 2019

Adversarial Robustness Curves.

Christina Göpfert, Jan Philip Göpfert, Barbara Hammer

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Recovering Localized Adversarial Attacks.

Jan Philip Göpfert, Heiko Wersing, Barbara Hammer

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation, 2019

2018

Interpretation of linear classifiers by means of feature relevance bounds.

Christina Göpfert, Lukas Pfannschmidt, Jan Philip Göpfert, Barbara Hammer

Neurocomputing, 2018

Classification of motor errors to provide real-time feedback for sports coaching in virtual reality - A case study in squats and Tai Chi pushes.

Felix Hülsmann, Jan Philip Göpfert, Barbara Hammer, Stefan Kopp, Mario Botsch

Comput. Graph., 2018

Mitigating Concept Drift via Rejection.

Jan Philip Göpfert, Barbara Hammer, Heiko Wersing

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

2017

Effects of variability in synthetic training data on convolutional neural networks for 3D head reconstruction.

Jan Philip Göpfert, Christina Göpfert, Mario Botsch, Barbara Hammer

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

2014

Ontology-based Extraction of Structured Information from Publications on Preclinical Experiments for Spinal Cord Injury Treatments.

Benjamin Paassen, Andreas Stöckel, Raphael Dickfelder, Jan Philip Göpfert, Nicole Brazda, Tarek Kirchhoffer, Hans Werner Müller, Roman Klinger, Matthias Hartung, Philipp Cimiano

Proceedings of the Third Workshop on Semantic Web and Information Extraction, 2014