Calibration of devices for optical analysis of blood samples
2022

Peschke, Katja;Lengl, Manuel;Röhrl, Stefan;Maurer, Carlo;Klenk, Christian;Fresacher, David;Harb, Farid;Hafez, Nawal;Orben, Felix;Öllinger, Rupert;Madej, Joanna;Saur, Dieter;Rad, Roland;Schneider, Gunter;Hayden, Oliver;Diepold, Klaus;Reichert, Maximillian
Label-free Digital Holographic Microscopy to Characterize Inter- and Intratumoral Heterogeneity in Pancreatic Cancer
Gastroenterology
2022
162
7, Supplement
S-732

Stephan Nüßlein
Algorithms for Matrix Approximations with Time Varying Systems
Masterarbeit
2022

Kissel, Matthias;Diepold, Klaus
Convolutional Neural Networks with analytically determined Filters
2022 International Joint Conference on Neural Networks (IJCNN)
IEEE
2022

Kissel, Matthias;Gronauer, Sven;Korte, Mathias;Sacchetto, Luca;Diepold, Klaus
Exploiting Structures in Weight Matrices for Efficient Real-Time Drone Control with Neural Networks
Progress in Artificial Intelligence
Springer International Publishing
2022

Kissel, Matthias;Gottwald, Martin;Gjeroska, Biljana;Paukner, Philipp;Diepold, Klaus
Backpropagation Through States: Training Neural Networks with Sequentially Semiseparable Weight Matrices
Progress in Artificial Intelligence
Springer International Publishing
2022

Tnani, Mohamed-Ali;Subarnaduti, Paul;Diepold, Klaus
Efficient Feature Learning Approach for Raw Industrial Vibration Data Using Two-Stage Learning Framework
Sensors
2022
22
13
4813

Tnani, Mohamed-Ali;Feil, Michael;Diepold, Klaus
Smart Data Collection System for Brownfield CNC Milling Machines: A New Benchmark Dataset for Data-Driven Machine Monitoring
Procedia CIRP
2022
107
131-136

Schöntag, Patricia; Nakath, David; Röhrl, Stefan; Köser, Kevin
Towards Cross Domain Transfer Learning for Underwater Correspondence Search
Image Analysis and Processing – ICIAP 2022
Springer International Publishing
2022

Röhrl, Stefan; Hein, Alice; Huang, Lucie; Heim, Dominik; Klenk, Christian; Lengl, Manuel; Knopp, Martin; Hafez, Nawal; Hayden, Oliver; Diepold, Klaus
Outlier Detection using Self-Organizing Maps for Automated Blood Cell Analysis
Interpretable Machine Learning in Healthcare Workshop, ICML 2022
2022