Michael Paulitsch

89 papers A* 3A 9B 8C 6Misc 6Journal 32Unranked 24
YearRankTypeTitle / Venue / Authors
2026 J jnl
KernelFoundry: Hardware-aware evolutionary GPU kernel optimization.
CoRR
Nina Wiedemann, Quentin Leboutet, Michael Paulitsch, Diana Wofk, Benjamin Ummenhofer
2025 A* conf
ConDo: Continual Domain Expansion for Absolute Pose Regression.
AAAI
Zijun Li, Zhipeng Cai, Bochun Yang, Xuelun Shen, Siqi Shen, Xiaoliang Fan, Michael Paulitsch, Cheng Wang
2025 J jnl
HoloScene: Simulation-Ready Interactive 3D Worlds from a Single Video.
CoRR
Hongchi Xia, Chih-Hao Lin, Hao-Yu Hsu, Quentin Leboutet, Katelyn Gao, Michael Paulitsch, Benjamin Ummenhofer, Shenlong Wang
2025 J jnl
PBR-SR: Mesh PBR Texture Super Resolution from 2D Image Priors.
CoRR
Yujin Chen, Yinyu Nie, Benjamin Ummenhofer, Reiner Birkl, Michael Paulitsch, Matthias Nießner
2025 J jnl
Stochastic Modeling of Road Hazards on Intersections and their Effect on Safety of Autonomous Vehicles.
CoRR
Peter T. Popov, Lorenzo Strigini, Cornelius Bürkle, Fabian Oboril, Michael Paulitsch
2025 Misc conf
Towards an Understanding of Deep Neural Network Resiliency to Hardware Faults.
EDCC
Patrik Omland, Michael Paulitsch, Gereon Hinz, Alois Knoll
2025 J jnl
Unifi3D: A Study on 3D Representations for Generation and Reconstruction in a Common Framework.
CoRR
Nina Wiedemann, Sainan Liu, Quentin Leboutet, Katelyn Gao, Benjamin Ummenhofer, Michael Paulitsch, Kai Yuan
2025 J jnl
Unifi3D: A Study on 3D Representations for Generation and Reconstruction in a Common Framework.
Trans. Mach. Learn. Res.
Nina Wiedemann, Sainan Liu, Quentin Leboutet, Katelyn Gao, Benjamin Ummenhofer, Michael Paulitsch, Kai Yuan
2024 J jnl
ConDo: Continual Domain Expansion for Absolute Pose Regression.
CoRR
Zijun Li, Zhipeng Cai, Bochun Yang, Xuelun Shen, Siqi Shen, Xiaoliang Fan, Michael Paulitsch, Cheng Wang
2024 J jnl
Fully-fused Multi-Layer Perceptrons on Intel Data Center GPUs.
CoRR
Kai Yuan, Christoph Bauinger, Xiangyi Zhang, Pascal Baehr, Matthias Kirchhart, Darius Dabert, Adrien Tousnakhoff, Pierre Boudier, Michael Paulitsch
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 A* conf
L-MAGIC: Language Model Assisted Generation of Images with Coherence.
CVPR
Zhipeng Cai, Matthias Mueller, Reiner Birkl, Diana Wofk, Shao-Yen Tseng, Junda Cheng, Gabriela Ben Melech Stan, Vasudev Lal, Michael Paulitsch
2024 J jnl
L-MAGIC: Language Model Assisted Generation of Images with Coherence.
CoRR
Zhipeng Cai, Matthias Mueller, Reiner Birkl, Diana Wofk, Shao-Yen Tseng, Junda Cheng, Gabriela Ben Melech Stan, Vasudev Lal, Michael Paulitsch
2024 A* conf
MIDGArD: Modular Interpretable Diffusion over Graphs for Articulated Designs.
NeurIPS
Quentin Leboutet, Nina Wiedemann, Zhipeng Cai, Michael Paulitsch, Kai Yuan
2024 — conf
Mesh2NeRF: Direct Mesh Supervision for Neural Radiance Field Representation and Generation.
ECCV (9)
Yujin Chen, Yinyu Nie, Benjamin Ummenhofer, Reiner Birkl, Michael Paulitsch, Matthias Müller, Matthias Nießner
2024 J jnl
Mesh2NeRF: Direct Mesh Supervision for Neural Radiance Field Representation and Generation.
CoRR
Yujin Chen, Yinyu Nie, Benjamin Ummenhofer, Reiner Birkl, Michael Paulitsch, Matthias Müller, Matthias Nießner
2024 J jnl
RoMeO: Robust Metric Visual Odometry.
CoRR
Junda Cheng, Zhipeng Cai, Zhaoxing Zhang, Wei Yin, Matthias Müller, Michael Paulitsch, Xin Yang
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 B conf
A Low-Cost Strategic Monitoring Approach for Scalable and Interpretable Error Detection in Deep Neural Networks.
SAFECOMP
Florian Geissler, Syed Sha Qutub, Michael Paulitsch, Karthik Pattabiraman
2023 J jnl
A Low-cost Strategic Monitoring Approach for Scalable and Interpretable Error Detection in Deep Neural Networks.
CoRR
Florian Geissler, Syed Sha Qutub, Michael Paulitsch, Karthik Pattabiraman
2023 Misc conf
A Software-Only Approach to Enable Diverse Redundancy on Intel GPUs for Safety-Related Kernels.
SAC
Nikolaos Andriotis, Alejandro Serrano-Cases, Sergi Alcaide, Jaume Abella, Francisco J. Cazorla, Yang Peng, Andrea Baldovin, Michael Paulitsch, Vladimir Tsymbal
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 — conf
Assessing the Impact of Diversity on the Resilience of Deep Learning Ensembles: A Comparative Study on Model Architecture, Output, Activation, and Attribution.
ICCV (Workshops)
Rafael Rosales, Pablo Munoz, Michael Paulitsch
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
Continuous Engineering for Trustworthy Learning-Enabled Autonomous Systems.
AISoLA
Saddek Bensalem, Panagiotis Katsaros, Dejan Nickovic, Brian Hsuan-Cheng Liao, Ricardo Ruiz Nolasco, Mohamed Abd El Salam Ahmed, Tewodros A. Beyene, Filip Cano, Antoine Delacourt, Hasan Esen, Alexandru Forrai, Weicheng He, Xiaowei Huang, Nikolaos Kekatos, Bettina Könighofer, Michael Paulitsch, Doron Peled, Matthieu Ponchant, Lev Sorokin, Son Tong, Changshun Wu
2023 J jnl
Envisioning a Safety Island to Enable HPC Devices in Safety-Critical Domains.
CoRR
Jaume Abella, Francisco J. Cazorla, Sergi Alcaide, Michael Paulitsch, Yang Peng, Inês Pinto Gouveia
2023 J jnl
Evaluation of Confidence-based Ensembling in Deep Learning Image Classification.
CoRR
Rafael Rosales, Peter T. Popov, Michael Paulitsch
2023 J jnl
Exploring Resiliency to Natural Image Corruptions in Deep Learning using Design Diversity.
CoRR
Rafael Rosales, Pablo Munoz, Michael Paulitsch
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
2023 Misc conf
Innovation Practices Track: Testability and Dependability of AI Hardware and Autonomous Systems.
VTS
Fei Su, Eric Zhang, Arjun Chaudhuri, Michael Paulitsch
2023 J jnl
LDM3D-VR: Latent Diffusion Model for 3D VR.
CoRR
Gabriela Ben Melech Stan, Diana Wofk, Estelle Aflalo, Shao-Yen Tseng, Zhipeng Cai, Michael Paulitsch, Vasudev Lal
2023 J jnl
Large-Scale Application of Fault Injection into PyTorch Models - an Extension to PyTorchFI for Validation Efficiency.
CoRR
Ralf Gräfe, Syed Sha Qutub, Florian Geissler, Michael Paulitsch
2023 — conf
Large-Scale Application of Fault Injection into PyTorch Models -an Extension to PyTorchFI for Validation Efficiency.
DSN-S
Ralf Gräfe, Syed Sha Qutub, Florian Geissler, Michael Paulitsch
2023 J jnl
Mixed precision support in HPC applications: What about reliability?
J. Parallel Distributed Comput.
Alessio Netti, Yang Peng, Patrik Omland, Michael Paulitsch, Jorge Parra, Gustavo Espinosa, Udit Kumar Agarwal, Abraham Chan, Karthik Pattabiraman
2023 A conf
Structural Coding: A Low-Cost Scheme to Protect CNNs from Large-Granularity Memory Faults.
SC
Ali Asgari Khoshouyeh, Florian Geissler, Syed Sha Qutub, Michael Paulitsch, Prashant J. Nair, Karthik Pattabiraman
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
Modelling road hazards and the effect on AV safety of hazardous failures.
ITSC
Cornelius Bürkle, Fabian Oboril, Michael Paulitsch, Peter T. Popov, Lorenzo Strigini
2022 — conf
Reliable Multimodal Trajectory Prediction via Error Aligned Uncertainty Optimization.
ECCV Workshops (5)
Neslihan Kose, Ranganath Krishnan, Akash Dhamasia, Omesh Tickoo, Michael Paulitsch
2022 J jnl
Reliable Multimodal Trajectory Prediction via Error Aligned Uncertainty Optimization.
CoRR
Neslihan Kose, Ranganath Krishnan, Akash Dhamasia, Omesh Tickoo, Michael Paulitsch
2022 J jnl
Towards Factory-Scale Edge Robotic Systems: Challenges and Research Directions.
IEEE Internet Things Mag.
Amit S. Baxi, Mark Eisen, Susruth Sudhakaran, Fabian Oboril, Girish S. Murthy, Vincent Mageshkumar, Michael Paulitsch, Margaret Huang
2021 J jnl
Composable Finite State Machine-based Modeling for Quality-of-Information-aware Cyber-physical Systems.
ACM Trans. Cyber Phys. Syst.
Rafael Rosales, Michael Paulitsch
2021 J jnl
Fault-Tolerant Perception for Automated Driving A Lightweight Monitoring Approach.
CoRR
Cornelius Bürkle, Florian Geissler, Michael Paulitsch, Kay-Ulrich Scholl
2021 — conf
Towards a Safety Case for Hardware Fault Tolerance in Convolutional Neural Networks Using Activation Range Supervision.
AISafety@IJCAI
Florian Geissler, Syed Sha Qutub, Sayanta Roychowdhury, Ali Asgari Khoshouyeh, Yang Peng, Akash Dhamasia, Ralf Graefe, Karthik Pattabiraman, Michael Paulitsch
2021 J jnl
Towards a Safety Case for Hardware Fault Tolerance in Convolutional Neural Networks Using Activation Range Supervision.
CoRR
Florian Geissler, Syed Sha Qutub, Sayanta Roychowdhury, Ali Asgari Khoshouyeh, Yang Peng, Akash Dhamasia, Ralf Graefe, Karthik Pattabiraman, Michael Paulitsch
2020 — conf
AI and Reliability Trends in Safety-Critical Autonomous Systems on Ground and Air.
DSN Workshops
Jyotika Athavale, Andrea Baldovin, Ralf Graefe, Michael Paulitsch, Rafael Rosales
2020 — conf
Trends and Functional Safety Certification Strategies for Advanced Railway Automation Systems.
IRPS
Jyotika Athavale, Andrea Baldovin, Michael Paulitsch
2019 — ed.
4th International Workshop on Security and Dependability of Critical Embedded Real-Time Systems, CERTS@ECRTS 2019, Stuttgart, Germany, July 9, 2019
CERTS@ECRTS
Mikael Asplund, Michael Paulitsch
2019 — conf
Flight Safety Certification Implications for Complex Multi-Core Processor Based Avionics Systems.
IRPS
Jyotika Athavale, Riccardo Mariani, Michael Paulitsch
2019 C conf
Flight Safety Certification Implications for Complex Multi-Core Processor based Avionics Systems.
IOLTS
Jyotika Athavale, Riccardo Mariani, Michael Paulitsch
2017 B conf
Contention-Aware Dynamic Memory Bandwidth Isolation with Predictability in COTS Multicores: An Avionics Case Study.
ECRTS
Ankit Agrawal, Gerhard Fohler, Johannes Freitag, Jan Nowotsch, Sascha Uhrig, Michael Paulitsch
2017 — conf
Using TLA+ in the Development of a Safety-Critical Fault-Tolerant Middleware.
ISSRE Workshops
Stefan Resch, Michael Paulitsch
2016 A conf
Poster Abstract: Slot-Level Time-Triggered Scheduling on COTS Multicore Platform with Resource Contentions.
RTAS
Ankit Agrawal, Gerhard Fohler, Jan Nowotsch, Sascha Uhrig, Michael Paulitsch
2015 — conf
IOMPU: Spatial Separation for Hardware-Based I/O Virtualization for Mixed-Criticality Embedded Real-Time Systems Using Non-transparent Bridges.
HPCC/CSS/ICESS
Daniel Münch, Michael Paulitsch, Andreas Herkersdorf
2015 A conf
MPIOV: scaling hardware-based I/O virtualization for mixed-criticality embedded real-time systems using non transparent bridges to (multi-core) multi-processor systems.
DATE
Daniel Münch, Michael Paulitsch, Oliver Hanka, Andreas Herkersdorf
2015 C conf
Mixed-Criticality Embedded Systems - A Balance Ensuring Partitioning and Performance.
DSD
Michael Paulitsch, Oscar Medina Duarte, Hassen Karray, Kevin Mueller, Daniel Münch, Jan Nowotsch
2015 — conf
Monitoring of I/O for safety-critical systems using PCI express advanced error reporting.
SIES
Daniel Münch, Michael Paulitsch, Andreas Herkersdorf
2015 — conf
Security-Informed Safety Case Approach to Analysing MILS Systems.
MILS@HiPEAC
Kateryna Netkachova, Kevin Mueller, Michael Paulitsch, Robin Bloomfield
2015 — conf
SgInt: Safeguarding Interrupts for Hardware-Based I/O Virtualization for Mixed-Criticality Embedded Real-Time Systems Using Non Transparent Bridges.
ARCS
Daniel Münch, Michael Paulitsch, Oliver Hanka, Andreas Herkersdorf
2014 C conf
Iterative FPGA Implementation Easing Safety Certification for Mixed-Criticality Embedded Real-Time Systems.
DSD
Daniel Münch, Michael Paulitsch, Michael Honold, Wolfgang Schlecker, Andreas Herkersdorf
2014 A conf
Monitoring and WCET analysis in COTS multi-core-SoC-based mixed-criticality systems.
DATE
Jan Nowotsch, Michael Paulitsch, Arne Henrichsen, Werner Pongratz, Andreas Schacht
2014 B conf
Multi-core Interference-Sensitive WCET Analysis Leveraging Runtime Resource Capacity Enforcement.
ECRTS
Jan Nowotsch, Michael Paulitsch, Daniel Buhler, Henrik Theiling, Simon Wegener, Michael Schmidt
2014 Misc conf
On MILS I/O Sharing Targeting Avionic Systems.
EDCC
Kevin Mueller, Georg Sigl, Benoit Triquet, Michael Paulitsch
2014 — conf
Temporal Separation for Hardware-Based I/O Virtualization for Mixed-Criticality Embedded Real-Time Systems Using PCIe SR-IOV.
ARCS Workshops
Daniel Münch, Michael Paulitsch, Andreas Herkersdorf
2013 C conf
Design and implementation of a degraded vision landing aid application on a multicore processor architecture for safety-critical application.
ISORC
Hassen Karray, Michael Paulitsch, Bernd Koppenhoefer, Dietmar Geiger
2013 — conf
Hardware-Based I/O Virtualization for Mixed Criticality Real-Time Systems Using PCIe SR-IOV.
CSE
Daniel Münch, Ole Isfort, Kevin Mueller, Michael Paulitsch, Andreas Herkersdorf
2013 J jnl
Multicore Enablement for Embedded and Cyber Physical Systems (Dagstuhl Seminar 13052).
Dagstuhl Reports
Andreas Herkersdorf, Michael Paulitsch
2013 Misc conf
Quality of service capabilities for hard real-time applications on multi-core processors.
RTNS
Jan Nowotsch, Michael Paulitsch
2013 B conf
Transparent software replication and hardware monitoring leveraging modern System-on-Chip features.
RTCSA
Michael Paulitsch, Jan Nowotsch, Daniel Münch, Ludwig Girbinger
2012 — conf
A performance study of Audio Video Bridging in aeronautic Ethernet networks.
SIES
Emanuel Heidinger, Fabien Geyer, Stefan Schneele, Michael Paulitsch
2012 — conf
A secure content network in space.
CHANTS@MobiCom
Craig Partridge, Robert Walsh, Matthew Gillen, Gregory Lauer, John Lowry, W. Timothy Strayer, Derrick Kong, David Levin, Joseph P. Loyall, Michael Paulitsch
2012 — conf
Evidence-Based Security in Aerospace: From Safety to Security and Back Again.
ISSRE Workshops
Michael Paulitsch, Rupert Reiger, Lorenzo Strigini, Robin E. Bloomfield
2012 Misc conf
Leveraging Multi-core Computing Architectures in Avionics.
EDCC
Jan Nowotsch, Michael Paulitsch
2012 — conf
MILS-related information flow control in the avionic domain: A view on security-enhancing software architectures.
DSN Workshops
Kevin Mueller, Michael Paulitsch, Sergey Tverdyshev, Holger Blasum
2009 B conf
TTEthernet Dataflow Concept.
NCA
Wilfried Steiner, Günther Bauer, Brendan Hall, Michael Paulitsch, Srivatsan Varadarajan
2008 C conf
Non-functional Avionics Requirements.
ISoLA
Michael Paulitsch, Harald Rueß, Maria Sorea
2008 C conf
Starting and Resolving a Partitioned BRAIN.
ISORC
Michael Paulitsch, Brendan Hall
2007 A conf
Insights into the Sensitivity of the BRAIN (Braided Ring Availability Integrity Network) - On Platform Robustness in Extended Operation.
DSN
Michael Paulitsch, Brendan Hall
2006 J jnl
A standard for real-time smart transducer interface.
Comput. Stand. Interfaces
Wilfried Elmenreich, Wolfgang Haidinger, Hermann Kopetz, Thomas Losert, Roman Obermaisser, Michael Paulitsch, Philipp Peti
2006 J jnl
The TTA's Approach to Resilience after Transient Upsets.
Real Time Syst.
Wilfried Steiner, Michael Paulitsch, Hermann Kopetz
2005 A conf
Coverage and the Use of Cyclic Redundancy Codes in Ultra-Dependable Systems.
DSN
Michael Paulitsch, Jennifer Morris, Brendan Hall, Kevin Driscoll, Elizabeth Latronico, Philip Koopman
2005 A conf
Ringing out Fault Tolerance. A New Ring Network for Superior Low-Cost Dependability.
DSN
Brendan Hall, Kevin Driscoll, Michael Paulitsch, Samar Dajani-Brown
2003 B conf
Fault-Tolerant Clock Synchronization for Embedded Distributed Multi-Cluster Systems.
ECRTS
Michael Paulitsch, Wilfried Steiner
2003 — conf
Multiple Failure Correction in the Time-Triggered Architecture.
WORDS Fall
Wilfried Steiner, Michael Paulitsch, Hermann Kopetz
2002 A conf
The Transition from Asynchronous to Synchronous System Operation: An Approach for Distributed Fault-Tolerant Systems.
ICDCS
Wilfried Steiner, Michael Paulitsch
2000 B conf
An Investigation of Membership and Clique Avoidance in TTP/C.
SRDS
Günther Bauer, Michael Paulitsch