Jan Philip Göpfert

26 papers B 2C 1Journal 15Unranked 7

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