Analysis of the Effect of Various Input Representations for LSTM-Based Trajectory Prediction. - Antonia Breuer; Sven Elflein; Tim Joseph; Jan-Aike Bolte; Silviu Homoceanu; Tim Fingscheidt (ITSC, 2019)

Detecting Parametric Dependencies for Performance Models Using Feature Selection Techniques. - Johannes Grohmann; Simon Eismann; Sven Elflein; Jóakim von Kistowski; Samuel Kounev; Manar Mazkatli (MASCOTS, 2019)

MG-GAN: A Multi-Generator Model Preventing Out-of-Distribution Samples in Pedestrian Trajectory Prediction. - Patrick Dendorfer; Sven Elflein; Laura Leal-Taixé (ICCV, 2021)

On Out-of-distribution Detection with Energy-based Models. - Sven Elflein; Bertrand Charpentier; Daniel Zügner; Stephan Günnemann (CoRR, 2021)

Out-of-distribution Detection with Energy-based Models. - Sven Elflein (CoRR, 2023)

Light3R-SfM: Towards Feed-forward Structure-from-Motion. - Sven Elflein; Qunjie Zhou; Laura Leal-Taixé (CVPR, 2025)

MATCHA: Towards Matching Anything. - Fei Xue; Sven Elflein; Laura Leal-Taixé; Qunjie Zhou (CVPR, 2025)

Light3R-SfM: Towards Feed-forward Structure-from-Motion. - Sven Elflein; Qunjie Zhou; Sérgio Agostinho; Laura Leal-Taixé (CoRR, 2025)

MATCHA:Towards Matching Anything. - Fei Xue; Sven Elflein; Laura Leal-Taixé; Qunjie Zhou (CoRR, 2025)

LongPerceptualThoughts: Distilling System-2 Reasoning for System-1 Perception. - Yuan-Hong Liao; Sven Elflein; Liu He; Laura Leal-Taixé; Yejin Choi 001; Sanja Fidler; David Acuna (CoRR, 2025)