3 citations · 6 across the 5 of their papers we have counts for
5 papers
Towards Transformer-based Homogenization of Satellite Imagery for Landsat-8 and Sentinel-2
Venkatesh Thirugnana Sambandham, Konstantin Kirchheim, Sayan Mukhopadhaya +1
Landsat-8 (NASA) and Sentinel-2 (ESA) are two prominent multi-spectral imaging satellite projects that provide publicly available data. The multi-spectral imaging sensors of the sa…
Addressing Randomness in Evaluation Protocols for Out-of-Distribution Detection
Konstantin Kirchheim, Tim Gonschorek, Frank Ortmeier
Deep Neural Networks for classification behave unpredictably when confronted with inputs not stemming from the training distribution. This motivates out-of-distribution detection (…
An Experimental Analysis of Graph-Distance Algorithms for Comparing API Usages
Sebastian Nielebock, Paul Blockhaus, Jacob Krüger +1
Modern software development heavily relies on the reuse of functionalities through Application Programming Interfaces (APIs). However, client developers can have issues identifying…
AndroidCompass: A Dataset of Android Compatibility Checks in Code Repositories
Sebastian Nielebock, Paul Blockhaus, Jacob Krüger +1
Many developers and organizations implement apps for Android, the most widely used operating system for mobile devices. Common problems developers face are the various hardware dev…
Learning References with Gaussian Processes in Model Predictive Control applied to Robot Assisted Surgery
Janine Matschek, Tim Gonschorek, Magnus Hanses +3
One of the key benefits of model predictive control is the capability of controlling a system proactively in the sense of taking the future system evolution into account. However,…