Machine Learning

Metaphorical Visualization: Mapping Data to Familiar Concepts
Gleb Tkachev, Rene Cutura, Michael Sedlmair, Steffen Frey, Thomas Ertl
Metaphorical Visualization: Mapping Data to Familiar Concepts
Evaluation and Selection of Autoencoders for Expressive Dimensionality Reduction of Spatial Ensembles
Hamid Gadirov, Gleb Tkachev, Thomas Ertl, Steffen Frey
Visual Analysis of Droplet Dynamics in Large-Scale Multiphase Spray Simulations
Moritz Heinemann, Steffen Frey, Gleb Tkachev, Alexander Straub, Filip Sadlo, Thomas Ertl
S4: Self-Supervised learning of Spatiotemporal Similarity
Gleb Tkachev, Steffen Frey, Thomas Ertl
S4: Self-Supervised learning of Spatiotemporal Similarity
Local Prediction Models for Spatiotemporal Volume Visualization
Gleb Tkachev, Steffen Frey, Thomas Ertl
Local Prediction Models for Spatiotemporal Volume Visualization
Prediction of Distributed Volume Visualization Performance to Support Render Hardware Acquisition
Gleb Tkachev, Steffen Frey, Christop Müller, Valentin Bruder, Thomas Ertl