3 papers
cs.CV2023
Multi-Domain Norm-referenced Encoding Enables Data Efficient Transfer Learning of Facial Expression Recognition
Michael Stettler, Alexander Lappe, Nick Taubert +1
People can innately recognize human facial expressions in unnatural forms, such as when depicted on the unusual faces drawn in cartoons or when applied to an animal's features. How…
cs.AI2023
GeoFault: A well-founded fault ontology for interoperability in geological modeling
Yuanwei Qu, Michel Perrin, Anita Torabi +2
Geological modeling currently uses various computer-based applications. Data harmonization at the semantic level by means of ontologies is essential for making these applications i…
cs.LG2022
Generating Sparse Counterfactual Explanations For Multivariate Time Series
Jana Lang, Martin Giese, Winfried Ilg +1
Since neural networks play an increasingly important role in critical sectors, explaining network predictions has become a key research topic. Counterfactual explanations can help…