Korbinian Hagn

16 papers A 1Journal 5Unranked 9
YearRankTypeTitle / Venue / Authors
2024 — conf
Global Clipper: Enhancing Safety and Reliability of Transformer-based Object Detection Models.
AISafety@IJCAI
Syed Sha Qutub, Michael Paulitsch, Karthik Pattabiraman, Korbinian Hagn, Fabian Oboril, Cornelius Bürkle, Kay-Ulrich Scholl, Gereon Hinz, Alois Knoll
2024 J jnl
Global Clipper: Enhancing Safety and Reliability of Transformer-based Object Detection Models.
CoRR
Syed Sha Qutub, Michael Paulitsch, Karthik Pattabiraman, Korbinian Hagn, Fabian Oboril, Cornelius Bürkle, Kay-Ulrich Scholl, Gereon Hinz, Alois Knoll
2024 — conf
Situation Monitor: Diversity-Driven Zero-Shot Out-of-Distribution Detection using Budding Ensemble Architecture for Object Detection.
CVPR Workshops
Syed Sha Qutub, Michael Paulitsch, Kay-Ulrich Scholl, Neslihan Köse Cihangir, Korbinian Hagn, Fabian Oboril, Gereon Hinz, Alois Knoll
2024 J jnl
Situation Monitor: Diversity-Driven Zero-Shot Out-of-Distribution Detection using Budding Ensemble Architecture for Object Detection.
CoRR
Syed Sha Qutub, Michael Paulitsch, Korbinian Hagn, Neslihan Köse Cihangir, Kay-Ulrich Scholl, Fabian Oboril, Gereon Hinz, Alois Knoll
2024 — —
Training and Validation of Visual Perception Functions for Autonomous Driving with Synthetic Data.
Korbinian Hagn
2023 A conf
BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture.
BMVC
Syed Sha Qutub, Neslihan Köse Cihangir, Rafael Rosales, Michael Paulitsch, Korbinian Hagn, Florian Geissler, Yang Peng, Gereon Hinz, Alois C. Knoll
2023 J jnl
BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture.
CoRR
Syed Sha Qutub, Neslihan Kose, Rafael Rosales, Michael Paulitsch, Korbinian Hagn, Florian Geissler, Yang Peng, Gereon Hinz, Alois Knoll
2023 — conf
VALERIE22 - A photorealistic, richly metadata annotated dataset of urban environments.
CSCS
Oliver Grau, Korbinian Hagn
2023 J jnl
VALERIE22 - A photorealistic, richly metadata annotated dataset of urban environments.
CoRR
Oliver Grau, Korbinian Hagn
2022 — conf
Increasing pedestrian detection performance through weighting of detection impairing factors.
CSCS
Korbinian Hagn, Oliver Grau
2022 — conf
SynPeDS: A Synthetic Dataset for Pedestrian Detection in Urban Traffic Scenes.
CSCS
Thomas Stauner, Frédérik Blank, Michael Fürst, Johannes Günther, Korbinian Hagn, Philipp Heidenreich, Markus Huber, Bastian Knerr, Thomas Schulik, Karl-Ferdinand Leiß
2022 — conf
Validation of Pedestrian Detectors by Classification of Visual Detection Impairing Factors.
ECCV Workshops (5)
Korbinian Hagn, Oliver Grau
2021 — conf
Improved Sensor Model for Realistic Synthetic Data Generation.
CSCS
Korbinian Hagn, Oliver Grau
2020 — conf
DNN Analysis through Synthetic Data Variation.
CSCS
Syed Sha Qutub, Oliver Grau, Korbinian Hagn
2018 J jnl
Towards Machine Learning-Based Optimal HAS.
CoRR
Christian Sieber, Korbinian Hagn, Christian Moldovan, Tobias Hoßfeld, Wolfgang Kellerer
2017 — conf
Keep Calm and Don't Switch: About the Relationship Between Switches and Quality in HAS.
ITC PhD Workshop
Christian Moldovan, Korbinian Hagn, Christian Sieber, Wolfgang Kellerer, Tobias Hoßfeld