Martin Knopp - RankMe

12 papers B 4Journal 3Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	From Injection to Detection: Analyzing the Impact of Anomalous Data in Federated Learning. SN Comput. Sci. Manuel Lengl, Marc Benesch, Stefan Röhrl, Simon Schumann, Martin Knopp, Oliver Hayden, Klaus Diepold
2025	—	`conf`	Impact of Biased Data Injection on Model Integrity in Federated Learning. BIOSTEC (1) Manuel Lengl, Marc Benesch, Stefan Röhrl, Simon Schumann, Martin Knopp, Oliver Hayden, Klaus Diepold
2024	—	`conf`	Feature Extraction by Image Transformations for Cell Image Classification. BIBM Stefan Röhrl, Franziska Steinmetz, Philipp Paukner, Manuel Lengl, Simon Schumann, David Elias Fresacher, Christian Klenk, Dominik Heim, Martin Knopp, Katja Peschke, Maximilian Reichert, Oliver Hayden, Klaus Diepold
2023	—	`conf`	Composition Counts: A Machine Learning View on Immunothrombosis using Quantitative Phase Imaging. MLHC David Elias Fresacher, Stefan Röhrl, Christian Klenk, Johanna Erber, Hedwig Irl, Dominik Heim, Manuel Lengl, Simon Schumann, Martin Knopp, Martin Schlegel, Sebastian Rasch, Oliver Hayden, Klaus Diepold
2023	B	`conf`	Explainable Artificial Intelligence for Cytological Image Analysis. AIME Stefan Röhrl, Hendrik Maier, Manuel Lengl, Christian Klenk, Dominik Heim, Martin Knopp, Simon Schumann, Oliver Hayden, Klaus Diepold
2023	—	`conf`	Explainable Feature Learning with Variational Autoencoders for Holographic Image Analysis. BIOIMAGING Stefan Röhrl, Lukas Bernhard, Manuel Lengl, Christian Klenk, Dominik Heim, Martin Knopp, Simon Schumann, Oliver Hayden, Klaus Diepold
2023	—	`conf`	Measurement of Platelet Aggregation in Ageing Samples and After in-Vitro Activation. BIOIMAGING Christian Klenk, David Elias Fresacher, Stefan Röhrl, Dominik Heim, Manuel Lengl, Simon Schumann, Martin Knopp, Klaus Diepold, Stefan Holdenrieder, Oliver Hayden
2023	J	`jnl`	Towards Interpretable Classification of Leukocytes based on Deep Learning. CoRR Stefan Röhrl, Johannes Groll, Manuel Lengl, Simon Schumann, Christian Klenk, Dominik Heim, Martin Knopp, Oliver Hayden, Klaus Diepold
2022	B	`conf`	A Comparison of Uncertainty Quantification Methods for Active Learning in Image Classification. IJCNN Alice Hein, Stefan Röhrl, Thea Grobel, Manuel Lengl, Nawal Hafez, Martin Knopp, Christian Klenk, Dominik Heim, Oliver Hayden, Klaus Diepold
2022	J	`jnl`	Outlier Detection using Self-Organizing Maps for Automated Blood Cell Analysis. CoRR Stefan Röhrl, Alice Hein, Lucie Huang, Dominik Heim, Christian Klenk, Manuel Lengl, Martin Knopp, Nawal Hafez, Oliver Hayden, Klaus Diepold
2018	B	`conf`	Deep Reinforcement Learning for Formation Control. RO-MAN Can Aykin, Martin Knopp, Klaus Diepold
2017	B	`conf`	Formation control using GQ(λ) reinforcement learning. RO-MAN Martin Knopp, Can Aykin, Johannes Feldmaier, Hao Shen