The Impact of Expertise in the Loop for Exploring Machine Rationality

no code implementations • 11 Feb 2023 • Changkun Ou, Sven Mayer, Andreas Butz

Human-in-the-loop optimization utilizes human expertise to guide machine optimizers iteratively and search for an optimal solution in a solution space.

Investigating Labeler Bias in Face Annotation for Machine Learning

no code implementations • 24 Jan 2023 • Luke Haliburton, Sinksar Ghebremedhin, Robin Welsch, Albrecht Schmidt, Sven Mayer

In a world increasingly reliant on artificial intelligence, it is more important than ever to consider the ethical implications of artificial intelligence on humanity.

Decision Making

Neural Photofit: Gaze-based Mental Image Reconstruction

no code implementations • ICCV 2021 • Florian Strohm, Ekta Sood, Sven Mayer, Philipp Müller, Mihai Bâce, Andreas Bulling

The encoder extracts image features and predicts a neural activation map for each face looked at by a human observer.

Decoder Image Reconstruction

NLATool: an Application for Enhanced Deep Text Understanding

1 code implementation • COLING 2018 • Markus G{\"a}rtner, Sven Mayer, Valentin Schwind, Eric H{\"a}mmerle, Emine Turcan, Florin Rheinwald, Gustav Murawski, Lars Lischke, Jonas Kuhn

The application combines supporting text annotation and enriching the text with additional information from a number of sources directly within the application.

Coreference Resolution Entity Linking +4