907 citations · 2k across the 34 of their papers we have counts for
38 papers
Global Vegetation Modeling with Pre-Trained Weather Transformers
Pascal Janetzky, Florian Gallusser, Simon Hentschel +2
Accurate vegetation models can produce further insights into the complex interaction between vegetation activity and ecosystem processes. Previous research has established that lon…
Who Is Alyx? A new Behavioral Biometric Dataset for User Identification in XR
Christian Rack, Tamara Fernando, Murat Yalcin +2
This article presents a new dataset containing motion and physiological data of users playing the game "Half-Life: Alyx". The dataset specifically targets behavioral and biometric…
TaylorPDENet: Learning PDEs from non-grid Data
Paul Heinisch, Andrzej Dulny, Anna Krause +1
Modeling data obtained from dynamical systems has gained attention in recent years as a challenging task for machine learning models. Previous approaches assume the measurements to…
DynaBench: A benchmark dataset for learning dynamical systems from low-resolution data
Andrzej Dulny, Andreas Hotho, Anna Krause
Previous work on learning physical systems from data has focused on high-resolution grid-structured measurements. However, real-world knowledge of such systems (e.g. weather data)…
Towards a Computational Analysis of Suspense: Detecting Dangerous Situations
Albin Zehe, Julian Schröter, Andreas Hotho
Suspense is an important tool in storytelling to keep readers engaged and wanting to read more. However, it has so far not been studied extensively in Computational Literary Studie…
Versatile User Identification in Extended Reality using Pretrained Similarity-Learning
Christian Rack, Konstantin Kobs, Tamara Fernando +2
Various machine learning approaches have proven to be useful for user verification and identification based on motion data in eXtended Reality (XR). However, their real-world appli…