3 papers
cs.LG2024
CodeSCAN: ScreenCast ANalysis for Video Programming Tutorials
Alexander Naumann, Felix Hertlein, Jacqueline Höllig +2
Programming tutorials in the form of coding screencasts play a crucial role in programming education, serving both novices and experienced developers. However, the video format of…
cs.LG2023
Heterogeneous Graph-based Trajectory Prediction using Local Map Context and Social Interactions
Daniel Grimm, Maximilian Zipfl, Felix Hertlein +7
Precisely predicting the future trajectories of surrounding traffic participants is a crucial but challenging problem in autonomous driving, due to complex interactions between tra…
cs.LG2023★ 1 cited
XTSC-Bench: Quantitative Benchmarking for Explainers on Time Series Classification
Jacqueline Höllig, Steffen Thoma, Florian Grimm
Despite the growing body of work on explainable machine learning in time series classification (TSC), it remains unclear how to evaluate different explainability methods. Resorting…