10 citations · 10 across the 6 of their papers we have counts for
3 papers · 1 filter
Bg-Mix: On Using Image Backgrounds for Data Augmentation in Electron Microscopy Images
Ankur Srivastava, Joana Sarah Grah, Katharina Ladewig +1
Electron microscopy (EM) serves as a cornerstone in virology enabling the visualization of viral particles and is widely used in research, diagnostics and morphological characteriz…
Conveyance: A Versatile Framework for Learning in Structured Class Spaces
Yasser Taha, Grégoire Montavon, Nils Körber
While machine learning (ML) architectures have evolved rapidly to account for complex data, loss functions like cross-entropy remain mostly structure-agnostic in many real-world ap…
Evaluating quality in synthetic data generation for large tabular health datasets
Jean-Baptiste Escudié, Benjamin Barnes, Stefan Meisegeier +3
There is no consensus in the field of synthetic data on concise metrics for quality evaluations or benchmarks on large health datasets, such as historical epidemiological data. Thi…