output
20102026
most citedTwo-photon polymerization of optical microresonators for precise pH sensing

9 citations

researchers with a paper here
collaborating institutions

14 papers

cs.LG2026

Multiple Additive Neural Networks for Structured and Unstructured Data

Janis Mohr, Jörg Frochte

This paper extends and explains the Multiple Additive Neural Networks (MANN) methodology, an enhancement to the traditional Gradient Boosting framework, utilizing nearly shallow ne…

cs.HC2026

Organizational Practices and Socio-Technical Design of Human-Centered AI

Thomas Herrmann

This contribution explores how the integration of Artificial Intelligence (AI) into organizational practices can be effectively framed through a socio-technical perspective to comp…

cs.CV2026

One-Shot Identification with Different Neural Network Approaches

Janis Mohr, Jörg Frochte

Convolutional neural networks (CNNs) have been widely used in the computer vision community, significantly improving the state-of-the-art. But learning good features often is compu…

cs.LG2026★ 1 cited

Exploring Student Expectations and Confidence in Learning Analytics

Hayk Asatryan, Basile Tousside, Janis Mohr +5

Learning Analytics (LA) is nowadays ubiquitous in many educational systems, providing the ability to collect and analyze student data in order to understand and optimize learning a…

cs.LG2026★ 1 cited

Group and Exclusive Sparse Regularization-based Continual Learning of CNNs

Basile Tousside, Janis Mohr, Jörg Frochte

We present a regularization-based approach for continual learning (CL) of fixed capacity convolutional neural networks (CNN) that does not suffer from the problem of catastrophic f…

physics.flu-dyn2025★ 1 cited

Synthetic Turbulence via an Instanton Gas Approximation

Timo Schorlepp, Katharina Kormann, Jeremiah Lübke +2

Sampling synthetic turbulent fields as a computationally tractable surrogate for direct numerical simulations (DNS) is an important practical problem in various applications, and a…