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- Eindhoven University of TechnologyNL56 papers
- Delft University of TechnologyNL21 papers
- Leiden UniversityNL20 papers
- Signify (Netherlands)NL18 papers
- Institute for Atomic and Molecular PhysicsNL14 papers
- NXP (Netherlands)NL13 papers
- Philips (Finland)FI9 papers
- Utrecht UniversityNL8 papers
- Max Planck Institute for Solid State ResearchDE7 papers
- Philips (Germany)DE6 papers
- Radboud University NijmegenNL6 papers
- RWTH Aachen UniversityDE5 papers
9 papers · 1 filter
Anomaly Detection for imbalanced datasets with Deep Generative Models
Nazly Rocio Santos Buitrago, Loek Tonnaer, Vlado Menkovski +1
Many important data analysis applications present with severely imbalanced datasets with respect to the target variable. A typical example is medical image analysis, where positive…
Change Surfaces for Expressive Multidimensional Changepoints and Counterfactual Prediction
William Herlands, Daniel B. Neill, Hannes Nickisch +1
Identifying changes in model parameters is fundamental in machine learning and statistics. However, standard changepoint models are limited in expressiveness, often addressing unid…
Iterative Segmentation from Limited Training Data: Applications to Congenital Heart Disease
Danielle F. Pace, Adrian V. Dalca, Tom Brosch +5
We propose a new iterative segmentation model which can be accurately learned from a small dataset. A common approach is to train a model to directly segment an image, requiring a…
Learning behavioral context recognition with multi-stream temporal convolutional networks
Aaqib Saeed, Tanir Ozcelebi, Stojan Trajanovski +1
Smart devices of everyday use (such as smartphones and wearables) are increasingly integrated with sensors that provide immense amounts of information about a person's daily life s…
A bulge test based methodology for characterizing ultra-thin buckled membranes
Salman Shafqat, Olaf van der Sluis, Marc Geers +1
Buckled membranes become ever more important with further miniaturization and development of ultra-thin film based systems. It is well established that the bulge test method, gener…
Spin-orbit interaction and induced superconductivity in an one-dimensional hole gas
F. K. de Vries, J. Shen, R. J. Skolasinski +11
Low dimensional semiconducting structures with strong spin-orbit interaction (SOI) and induced superconductivity attracted much interest in the search for topological superconducto…