Jan Philip Göpfert

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 24

Top Topics

Malicious Attacks

Linear Classifiers

Locally Adaptive

Top Venues

Publications

Riza Velioglu, Jan Philip Göpfert, André Artelt, Barbara Hammer
Explainable Artificial Intelligence for Improved Modeling of Processes. IDEAL (2022)
Jan Philip Göpfert, Ulrike Kuhl, Lukas Hindemith, Heiko Wersing, Barbara Hammer
Intuitiveness in Active Teaching. IEEE Trans. Hum. Mach. Syst. 52 (3) (2022)
Riza Velioglu, Jan Philip Göpfert, André Artelt, Barbara Hammer
Explainable Artificial Intelligence for Improved Modeling of Processes. CoRR (2022)
Jan Philip Göpfert, Heiko Wersing, Barbara Hammer
Interpretable Locally Adaptive Nearest Neighbors. Neurocomputing 470 (2022)
Dominik Stallmann, Jan Philip Göpfert, Julian Schmitz, Alexander Grünberger, Barbara Hammer
Towards an automatic analysis of CHO-K1 suspension growth in microfluidic single-cell cultivation. Bioinform. 37 (20) (2021)
Niklas Risse, Christina Göpfert, Jan Philip Göpfert
How to Compare Adversarial Robustness of Classifiers from a Global Perspective. ICANN (1) (2021)
Dominik Stallmann, Jan Philip Göpfert, Julian Schmitz, Alexander Grünberger, Barbara Hammer
Towards an Automatic Analysis of CHO-K1 Suspension Growth in Microfluidic Single-cell Cultivation. CoRR (2020)
Jan Philip Göpfert, André Artelt, Heiko Wersing, Barbara Hammer
Adversarial Attacks Hidden in Plain Sight. IDA (2020)
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
Deep Learning for Understanding Satellite Imagery: An Experimental Survey. Frontiers Artif. Intell. 3 (2020)
Jan Philip Göpfert, Heiko Wersing, Barbara Hammer
Locally Adaptive Nearest Neighbors. ESANN (2020)
Christian Limberg, Jan Philip Göpfert, Heiko Wersing, Helge J. Ritter
Prototype-Based Online Learning on Homogeneously Labeled Streaming Data. ICANN (2) (2020)
Niklas Risse, Christina Göpfert, Jan Philip Göpfert
Adversarial examples and where to find them. CoRR (2020)
Jan Philip Göpfert, Heiko Wersing, Barbara Hammer
Locally Adaptive Nearest Neighbors. CoRR (2020)
Jan Philip Göpfert, Ulrike Kuhl, Lukas Hindemith, Heiko Wersing, Barbara Hammer
Intuitiveness in Active Teaching. CoRR (2020)
Lukas Hindemith, Anna-Lisa Vollmer, Jan Philip Göpfert, Christiane B. Wiebel-Herboth, Britta Wrede
Why robots should be technical: Correcting mental models through technical architecture concepts. CoRR (2020)
Jan Philip Göpfert, Heiko Wersing, Barbara Hammer
Recovering Localized Adversarial Attacks. ICANN (1) (2019)
Christina Göpfert, Jan Philip Göpfert, Barbara Hammer
Adversarial Robustness Curves. PKDD/ECML Workshops (1) (2019)
Jan Philip Göpfert, Heiko Wersing, Barbara Hammer
Adversarial attacks hidden in plain sight. CoRR (2019)
Christina Göpfert, Jan Philip Göpfert, Barbara Hammer
Adversarial Robustness Curves. CoRR (2019)
Jan Philip Göpfert, Heiko Wersing, Barbara Hammer
Recovering Localized Adversarial Attacks. CoRR (2019)
Jan Philip Göpfert, Barbara Hammer, Heiko Wersing
Mitigating Concept Drift via Rejection. ICANN (1) (2018)
Christina Göpfert, Lukas Pfannschmidt, Jan Philip Göpfert, Barbara Hammer
Interpretation of linear classifiers by means of feature relevance bounds. Neurocomputing 298 (2018)
Felix Hülsmann, Jan Philip Göpfert, Barbara Hammer, Stefan Kopp, Mario Botsch
Classification of motor errors to provide real-time feedback for sports coaching in virtual reality - A case study in squats and Tai Chi pushes. Comput. Graph. 76 (2018)
Jan Philip Göpfert, Christina Göpfert, Mario Botsch, Barbara Hammer
Effects of variability in synthetic training data on convolutional neural networks for 3D head reconstruction. SSCI (2017)
Benjamin Paassen, Andreas Stöckel, Raphael Dickfelder, Jan Philip Göpfert, Nicole Brazda, Tarek Kirchhoffer, Hans Werner Müller, Roman Klinger, Matthias Hartung, Philipp Cimiano
Ontology-based Extraction of Structured Information from Publications on Preclinical Experiments for Spinal Cord Injury Treatments. SWAIE@COLING (2014)