1 citations · 1 across the 2 of their papers we have counts for
3 papers
LORD: Leveraging Open-Set Recognition with Unknown Data
Tobias Koch, Christian Riess, Thomas Köhler
Handling entirely unknown data is a challenge for any deployed classifier. Classification models are typically trained on a static pre-defined dataset and are kept in the dark for…
Exploring the Open World Using Incremental Extreme Value Machines
Tobias Koch, Felix Liebezeit, Christian Riess +2
Dynamic environments require adaptive applications. One particular machine learning problem in dynamic environments is open world recognition. It characterizes a continuously chang…
Evaluation of CNN-based Single-Image Depth Estimation Methods
Tobias Koch, Lukas Liebel, Friedrich Fraundorfer +1
While an increasing interest in deep models for single-image depth estimation methods can be observed, established schemes for their evaluation are still limited. We propose a set…