Gereon Hinz

33 papers A 2B 3C 4Misc 2Journal 12Unranked 10
YearRankTypeTitle / Venue / Authors
2025 Misc conf
Towards an Understanding of Deep Neural Network Resiliency to Hardware Faults.
EDCC
Patrik Omland, Michael Paulitsch, Gereon Hinz, Alois Knoll
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 J jnl
Occlusion-Aware Planning for Autonomous Driving With Vehicle-to-Everything Communication.
IEEE Trans. Intell. Veh.
Chi Zhang, Florian Steinhauser, 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
2023 J jnl
API-Based Hardware Fault Simulation for DNN Accelerators.
IEEE Des. Test
Patrik Omland, Yang Peng, Michael Paulitsch, Jorge Parra, Gustavo Espinosa, Abishai Daniel, Gereon Hinz, Alois C. Knoll
2023 C conf
Automated Sensor Performance Evaluation of Robot-Guided Vehicles for High Dynamic Tests.
IV
David Hermann, Granit Tejeci, Clara Marina Martinez, Gereon Hinz, Alois Knoll
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
Enhancing Perception in Robot-Guided Vehicle Tests: A Rapid Long-Range Obstacle Detector.
IRC
David Hermann, Chao Wei, Clara Marina Martinez, Gereon Hinz, Alois Knoll
2023 J jnl
HPC Hardware Design Reliability Benchmarking With HDFIT.
IEEE Trans. Parallel Distributed Syst.
Patrik Omland, Alessio Netti, Yang Peng, Andrea Baldovin, Michael Paulitsch, Gustavo Espinosa, Jorge Parra, Gereon Hinz, Alois C. Knoll
2022 — conf
AutoSCOOP: Automated Road-Side Sensor Coverage Optimization for Robotic Vehicles on Proving Grounds.
ICPS
David Hermann, Clara Marina Martinez, Frank Sayer, Gereon Hinz, Alois C. Knoll
2022 — conf
Efficient POMDP Behavior Planning for Autonomous Driving in Dense Urban Environments using Multi-Step Occupancy Grid Maps.
ITSC
Chi Zhang, Shirui Ma, Muzhi Wang, Gereon Hinz, Alois C. Knoll
2022 B conf
Hardware Faults that Matter: Understanding and Estimating the Safety Impact of Hardware Faults on Object Detection DNNs.
SAFECOMP
Syed Sha Qutub, Florian Geissler, Yang Peng, Ralf Gräfe, Michael Paulitsch, Gereon Hinz, Alois C. Knoll
2022 J jnl
Hardware faults that matter: Understanding and Estimating the safety impact of hardware faults on object detection DNNs.
CoRR
Syed Sha Qutub, Florian Geissler, Yang Peng, Ralf Gräfe, Michael Paulitsch, Gereon Hinz, Alois C. Knoll
2022 — conf
Safe and Rule-Aware Deep Reinforcement Learning for Autonomous Driving at Intersections.
ITSC
Chi Zhang, Kais Kacem, Gereon Hinz, Alois C. Knoll
2022 C conf
Traffic Mirror-Aware POMDP Behavior Planning for Autonomous Urban Driving.
IV
Chi Zhang, Florian Steinhauser, Gereon Hinz, Alois C. Knoll
2021 — conf
Improved Occlusion Scenario Coverage with a POMDP-based Behavior Planner for Autonomous Urban Driving.
ITSC
Chi Zhang, Florian Steinhauser, Gereon Hinz, Alois C. Knoll
2021 — conf
Monitoring perception reliability in autonomous driving: Distributional shift detection for estimating the impact of input data on prediction accuracy.
CSCS
Franz Hell, Gereon Hinz, Feng Liu, Sakshi Goyal, Ke Pei, Tetiana Lytvynenko, Alois C. Knoll, Yiqiang Chen
2020 J jnl
Graph Convolutional Neural Network for a Pharmacy Cross-Selling Recommender System.
Inf.
Franz Hell, Yasser Taha, Gereon Hinz, Sabine Heibei, Harald Müller, Alois C. Knoll
2019 — conf
Targetless Rotational Auto-Calibration of Radar and Camera for Intelligent Transportation Systems.
ITSC
Christoph Schöller, Maximilian Schnettler, Annkathrin Krämmer, Gereon Hinz, Maida Bakovic, Müge Güzet, Alois C. Knoll
2019 J jnl
Targetless Rotational Auto-Calibration of Radar and Camera for Intelligent Transportation Systems.
CoRR
Christoph Schöller, Maximilian Schnettler, Annkathrin Krämmer, Gereon Hinz, Maida Bakovic, Müge Güzet, Alois C. Knoll
2018 J jnl
Deep Anticipation: Light Weight Intelligent Mobile Sensing in IoT by Recurrent Architecture.
CoRR
Guang Chen, Shu Liu, Gereon Hinz, Zhongnan Qu, Alois C. Knoll
2018 A conf
Neural networks for safety-critical applications - Challenges, experiments and perspectives.
DATE
Chih-Hong Cheng, Frederik Diehl, Gereon Hinz, Yassine Hamza, Georg Nührenberg, Markus Rickert, Harald Ruess, Michael Truong-Le
2017 C conf
Feature uncertainty estimation in sensor fusion applied to autonomous vehicle location.
FUSION
Clara Marina Martinez, Feihu Zhang, Daniel Clarke, Gereon Hinz, Dongpu Cao
2017 C conf
Graph based vehicle infrastructure cooperative localization.
FUSION
Dhiraj Gulati, Feihu Zhang, Daniel Malovetz, Daniel Clarke, Gereon Hinz, Alois C. Knoll
2017 J jnl
Neural Networks for Safety-Critical Applications - Challenges, Experiments and Perspectives.
CoRR
Chih-Hong Cheng, Frederik Diehl, Yassine Hamza, Gereon Hinz, Georg Nührenberg, Markus Rickert, Harald Ruess, Michael Truong-Le
2017 Misc conf
Online Multi-object Tracking-by-Clustering for Intelligent Transportation System with Neuromorphic Vision Sensor.
KI
Gereon Hinz, Guang Chen, Muhammad Aafaque, Florian Röhrbein, Jörg Conradt, Zhenshan Bing, Zhongnan Qu, Walter Stechele, Alois C. Knoll
2017 B conf
Ontology-based traffic scene modeling, traffic regulations dependent situational awareness and decision-making for automated vehicles.
Intelligent Vehicles Symposium
Martin Buechel, Gereon Hinz, Frederik Ruehl, Hans Schroth, Csaba Gyoeri, Alois C. Knoll
2017 B conf
Spatiotemporal representation of driving scenarios and classification using neural networks.
Intelligent Vehicles Symposium
Richard Gruner, Philip Henzler, Gereon Hinz, Corinna Eckstein, Alois C. Knoll
2016 J jnl
Cooperative vehicle-infrastructure localization based on the symmetric measurement equation filter.
GeoInformatica
Feihu Zhang, Gereon Hinz, Dhiraj Gulati, Daniel Clarke, Alois C. Knoll
2015 — conf
Vehicle-Infrastructure Localization Based on the SME Filter.
ITSC
Feihu Zhang, Gereon Hinz, Daniel Clarke, Alois C. Knoll