A Virtual Reality Tool for Representing, Visualizing and Updating Deep Learning Models

no code implementations • 24 May 2023 • Hannes Kath, Bengt Lüers, Thiago S. Gouvêa, Daniel Sonntag

Deep learning is ubiquitous, but its lack of transparency limits its impact on several potential application areas.

A Deep Generative Model for Interactive Data Annotation through Direct Manipulation in Latent Space

no code implementations • 24 May 2023 • Hannes Kath, Thiago S. Gouvêa, Daniel Sonntag

The impact of machine learning (ML) in many fields of application is constrained by lack of annotated data.