Michael Paulitsch

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 40

Top Topics

Diffusion Model

Autonomous Systems

Top Venues

Publications

Zhipeng Cai, Matthias Mueller, Reiner Birkl, Diana Wofk, Shao-Yen Tseng, Junda Cheng, Gabriela Ben Melech Stan, Vasudev Lal, Michael Paulitsch
L-MAGIC: Language Model Assisted Generation of Images with Coherence. CoRR (2024)
Kai Yuan, Christoph Bauinger, Xiangyi Zhang, Pascal Baehr, Matthias Kirchhart, Darius Dabert, Adrien Tousnakhoff, Pierre Boudier, Michael Paulitsch
Fully-fused Multi-Layer Perceptrons on Intel Data Center GPUs. CoRR (2024)
Syed Sha Qutub, Michael Paulitsch, Korbinian Hagn, Neslihan Köse Cihangir, Kay-Ulrich Scholl, Fabian Oboril, Gereon Hinz, Alois Knoll
Situation Monitor: Diversity-Driven Zero-Shot Out-of-Distribution Detection using Budding Ensemble Architecture for Object Detection. CoRR (2024)
Yujin Chen, Yinyu Nie, Benjamin Ummenhofer, Reiner Birkl, Michael Paulitsch, Matthias Müller, Matthias Nießner
Mesh2NeRF: Direct Mesh Supervision for Neural Radiance Field Representation and Generation. CoRR (2024)
Syed Sha Qutub, Michael Paulitsch, Karthik Pattabiraman, Korbinian Hagn, Fabian Oboril, Cornelius Bürkle, Kay-Ulrich Scholl, Gereon Hinz, Alois Knoll
Global Clipper: Enhancing Safety and Reliability of Transformer-based Object Detection Models. CoRR (2024)
Ralf Gräfe, Qutub Syed Sha, Florian Geissler, Michael Paulitsch
Large-Scale Application of Fault Injection into PyTorch Models -an Extension to PyTorchFI for Validation Efficiency. DSN-S (2023)
Rafael Rosales, Pablo Munoz, Michael Paulitsch
Exploring Resiliency to Natural Image Corruptions in Deep Learning using Design Diversity. CoRR (2023)
Ali Asgari Khoshouyeh, Florian Geissler, Syed Qutub, Michael Paulitsch, Prashant Nair, Karthik Pattabiraman
Structural Coding: A Low-Cost Scheme to Protect CNNs from Large-Granularity Memory Faults. SC (2023)
Florian Geissler, Syed Qutub, Michael Paulitsch, Karthik Pattabiraman
A Low-cost Strategic Monitoring Approach for Scalable and Interpretable Error Detection in Deep Neural Networks. CoRR (2023)
Rafael Rosales, Pablo Munoz, Michael Paulitsch
Assessing the Impact of Diversity on the Resilience of Deep Learning Ensembles: A Comparative Study on Model Architecture, Output, Activation, and Attribution. ICCV (Workshops) (2023)
Patrik Omland, Yang Peng, Michael Paulitsch, Jorge Parra, Gustavo Espinosa, Abishai Daniel, Gereon Hinz, Alois C. Knoll
API-Based Hardware Fault Simulation for DNN Accelerators. IEEE Des. Test 40 (2) (2023)
Ralf Gräfe, Qutub Syed Sha, Florian Geissler, Michael Paulitsch
Large-Scale Application of Fault Injection into PyTorch Models - an Extension to PyTorchFI for Validation Efficiency. CoRR (2023)
Jaume Abella, Francisco J. Cazorla, Sergi Alcaide, Michael Paulitsch, Yang Peng, Inês Pinto Gouveia
Envisioning a Safety Island to Enable HPC Devices in Safety-Critical Domains. CoRR (2023)
Fei Su, Eric Zhang, Arjun Chaudhuri, Michael Paulitsch
Innovation Practices Track: Testability and Dependability of AI Hardware and Autonomous Systems. VTS (2023)
Nikolaos Andriotis, Alejandro Serrano-Cases, Sergi Alcaide, Jaume Abella, Francisco J. Cazorla, Yang Peng, Andrea Baldovin, Michael Paulitsch, Vladimir Tsymbal
A Software-Only Approach to Enable Diverse Redundancy on Intel GPUs for Safety-Related Kernels. SAC (2023)
Patrik Omland, Alessio Netti, Yang Peng, Andrea Baldovin, Michael Paulitsch, Gustavo Espinosa, Jorge Parra, Gereon Hinz, Alois C. Knoll
HPC Hardware Design Reliability Benchmarking With HDFIT. IEEE Trans. Parallel Distributed Syst. 34 (3) (2023)
Qutub Syed Sha, Neslihan Kose, Rafael Rosales, Michael Paulitsch, Korbinian Hagn, Florian Geissler, Yang Peng, Gereon Hinz, Alois Knoll
BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture. CoRR (2023)
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
Continuous Engineering for Trustworthy Learning-Enabled Autonomous Systems. AISoLA (2023)
Florian Geissler, Syed Qutub, Michael Paulitsch, Karthik Pattabiraman
A Low-Cost Strategic Monitoring Approach for Scalable and Interpretable Error Detection in Deep Neural Networks. SAFECOMP (2023)
Gabriela Ben Melech Stan, Diana Wofk, Estelle Aflalo, Shao-Yen Tseng, Zhipeng Cai, Michael Paulitsch, Vasudev Lal
LDM3D-VR: Latent Diffusion Model for 3D VR. CoRR (2023)
Syed Qutub, Neslihan Köse Cihangir, Rafael Rosales, Michael Paulitsch, Korbinian Hagn, Florian Geissler, Yang Peng, Gereon Hinz, Alois C. Knoll
BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture. BMVC (2023)
Rafael Rosales, Peter T. Popov, Michael Paulitsch
Evaluation of Confidence-based Ensembling in Deep Learning Image Classification. CoRR (2023)
Alessio Netti, Yang Peng, Patrik Omland, Michael Paulitsch, Jorge Parra, Gustavo Espinosa, Udit Kumar Agarwal, Abraham Chan, Karthik Pattabiraman
Mixed precision support in HPC applications: What about reliability? J. Parallel Distributed Comput. 181 (2023)
Neslihan Kose, Ranganath Krishnan, Akash Dhamasia, Omesh Tickoo, Michael Paulitsch
Reliable Multimodal Trajectory Prediction via Error Aligned Uncertainty Optimization. CoRR (2022)
Neslihan Kose, Ranganath Krishnan, Akash Dhamasia, Omesh Tickoo, Michael Paulitsch
Reliable Multimodal Trajectory Prediction via Error Aligned Uncertainty Optimization. ECCV Workshops (5) (2022)
Syed Qutub, Florian Geissler, Yang Peng, Ralf Gräfe, Michael Paulitsch, Gereon Hinz, Alois C. Knoll
Hardware Faults that Matter: Understanding and Estimating the Safety Impact of Hardware Faults on Object Detection DNNs. SAFECOMP (2022)
Syed Qutub, Florian Geissler, Yang Peng, Ralf Gräfe, Michael Paulitsch, Gereon Hinz, Alois C. Knoll
Hardware faults that matter: Understanding and Estimating the safety impact of hardware faults on object detection DNNs. CoRR (2022)
Amit S. Baxi, Mark Eisen, Susruth Sudhakaran, Fabian Oboril, Girish S. Murthy, Vincent Mageshkumar, Michael Paulitsch, Margaret Huang
Towards Factory-Scale Edge Robotic Systems: Challenges and Research Directions. IEEE Internet Things Mag. 5 (3) (2022)
Cornelius Bürkle, Fabian Oboril, Michael Paulitsch, Peter T. Popov, Lorenzo Strigini
Modelling road hazards and the effect on AV safety of hazardous failures. ITSC (2022)
Florian Geissler, Syed Qutub, Sayanta Roychowdhury, Ali Asgari, Yang Peng, Akash Dhamasia, Ralf Graefe, Karthik Pattabiraman, Michael Paulitsch
Towards a Safety Case for Hardware Fault Tolerance in Convolutional Neural Networks Using Activation Range Supervision. CoRR (2021)
Florian Geissler, Syed Qutub, Sayanta Roychowdhury, Ali Asgari, Yang Peng, Akash Dhamasia, Ralf Graefe, Karthik Pattabiraman, Michael Paulitsch
Towards a Safety Case for Hardware Fault Tolerance in Convolutional Neural Networks Using Activation Range Supervision. AISafety@IJCAI (2021)
Rafael Rosales, Michael Paulitsch
Composable Finite State Machine-based Modeling for Quality-of-Information-aware Cyber-physical Systems. ACM Trans. Cyber Phys. Syst. 5 (2) (2021)
Cornelius Bürkle, Florian Geissler, Michael Paulitsch, Kay-Ulrich Scholl
Fault-Tolerant Perception for Automated Driving A Lightweight Monitoring Approach. CoRR (2021)
Jyotika Athavale, Andrea Baldovin, Ralf Graefe, Michael Paulitsch, Rafael Rosales
AI and Reliability Trends in Safety-Critical Autonomous Systems on Ground and Air. DSN Workshops (2020)
Jyotika Athavale, Andrea Baldovin, Michael Paulitsch
Trends and Functional Safety Certification Strategies for Advanced Railway Automation Systems. IRPS (2020)
Jyotika Athavale, Riccardo Mariani, Michael Paulitsch
Flight Safety Certification Implications for Complex Multi-Core Processor Based Avionics Systems. IRPS (2019)
Jyotika Athavale, Riccardo Mariani, Michael Paulitsch
Flight Safety Certification Implications for Complex Multi-Core Processor based Avionics Systems. IOLTS (2019)
Stefan Resch, Michael Paulitsch
Using TLA+ in the Development of a Safety-Critical Fault-Tolerant Middleware. ISSRE Workshops (2017)
Ankit Agrawal, Gerhard Fohler, Johannes Freitag, Jan Nowotsch, Sascha Uhrig, Michael Paulitsch
Contention-Aware Dynamic Memory Bandwidth Isolation with Predictability in COTS Multicores: An Avionics Case Study. ECRTS (2017)
Ankit Agrawal, Gerhard Fohler, Jan Nowotsch, Sascha Uhrig, Michael Paulitsch
Poster Abstract: Slot-Level Time-Triggered Scheduling on COTS Multicore Platform with Resource Contentions. RTAS (2016)
Daniel Münch, Michael Paulitsch, Oliver Hanka, Andreas Herkersdorf
SgInt: Safeguarding Interrupts for Hardware-Based I/O Virtualization for Mixed-Criticality Embedded Real-Time Systems Using Non Transparent Bridges. ARCS (2015)
Kateryna Netkachova, Kevin Mueller, Michael Paulitsch, Robin Bloomfield
Security-Informed Safety Case Approach to Analysing MILS Systems. MILS@HiPEAC (2015)
Daniel Münch, Michael Paulitsch, Oliver Hanka, Andreas Herkersdorf
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 (2015)
Daniel Münch, Michael Paulitsch, Andreas Herkersdorf
IOMPU: Spatial Separation for Hardware-Based I/O Virtualization for Mixed-Criticality Embedded Real-Time Systems Using Non-transparent Bridges. HPCC/CSS/ICESS (2015)
Michael Paulitsch, Oscar Medina Duarte, Hassen Karray, Kevin Mueller, Daniel Münch, Jan Nowotsch
Mixed-Criticality Embedded Systems - A Balance Ensuring Partitioning and Performance. DSD (2015)
Daniel Münch, Michael Paulitsch, Andreas Herkersdorf
Monitoring of I/O for safety-critical systems using PCI express advanced error reporting. SIES (2015)
Jan Nowotsch, Michael Paulitsch, Arne Henrichsen, Werner Pongratz, Andreas Schacht
Monitoring and WCET analysis in COTS multi-core-SoC-based mixed-criticality systems. DATE (2014)
Kevin Mueller, Georg Sigl, Benoit Triquet, Michael Paulitsch
On MILS I/O Sharing Targeting Avionic Systems. EDCC (2014)
Daniel Münch, Michael Paulitsch, Michael Honold, Wolfgang Schlecker, Andreas Herkersdorf
Iterative FPGA Implementation Easing Safety Certification for Mixed-Criticality Embedded Real-Time Systems. DSD (2014)
Daniel Münch, Michael Paulitsch, Andreas Herkersdorf
Temporal Separation for Hardware-Based I/O Virtualization for Mixed-Criticality Embedded Real-Time Systems Using PCIe SR-IOV. ARCS Workshops (2014)
Jan Nowotsch, Michael Paulitsch, Daniel Buhler, Henrik Theiling, Simon Wegener, Michael Schmidt
Multi-core Interference-Sensitive WCET Analysis Leveraging Runtime Resource Capacity Enforcement. ECRTS (2014)
Andreas Herkersdorf, Michael Paulitsch
Multicore Enablement for Embedded and Cyber Physical Systems (Dagstuhl Seminar 13052). Dagstuhl Reports 3 (1) (2013)
Jan Nowotsch, Michael Paulitsch
Quality of service capabilities for hard real-time applications on multi-core processors. RTNS (2013)
Daniel Münch, Ole Isfort, Kevin Mueller, Michael Paulitsch, Andreas Herkersdorf
Hardware-Based I/O Virtualization for Mixed Criticality Real-Time Systems Using PCIe SR-IOV. CSE (2013)
Michael Paulitsch, Jan Nowotsch, Daniel Münch, Ludwig Girbinger
Transparent software replication and hardware monitoring leveraging modern System-on-Chip features. RTCSA (2013)
Hassen Karray, Michael Paulitsch, Bernd Koppenhoefer, Dietmar Geiger
Design and implementation of a degraded vision landing aid application on a multicore processor architecture for safety-critical application. ISORC (2013)
Michael Paulitsch, Rupert Reiger, Lorenzo Strigini, Robin E. Bloomfield
Evidence-Based Security in Aerospace: From Safety to Security and Back Again. ISSRE Workshops (2012)
Jan Nowotsch, Michael Paulitsch
Leveraging Multi-core Computing Architectures in Avionics. EDCC (2012)
Emanuel Heidinger, Fabien Geyer, Stefan Schneele, Michael Paulitsch
A performance study of Audio Video Bridging in aeronautic Ethernet networks. SIES (2012)
Craig Partridge, Robert Walsh, Matthew Gillen, Gregory Lauer, John Lowry, W. Timothy Strayer, Derrick Kong, David Levin, Joseph P. Loyall, Michael Paulitsch
A secure content network in space. CHANTS@MobiCom (2012)
Kevin Mueller, Michael Paulitsch, Sergey Tverdyshev, Holger Blasum
MILS-related information flow control in the avionic domain: A view on security-enhancing software architectures. DSN Workshops (2012)
Wilfried Steiner, Günther Bauer, Brendan Hall, Michael Paulitsch, Srivatsan Varadarajan
TTEthernet Dataflow Concept. NCA (2009)
Michael Paulitsch, Harald Rueß, Maria Sorea
Non-functional Avionics Requirements. ISoLA (2008)
Michael Paulitsch, Brendan Hall
Starting and Resolving a Partitioned BRAIN. ISORC (2008)
Michael Paulitsch, Brendan Hall
Insights into the Sensitivity of the BRAIN (Braided Ring Availability Integrity Network) - On Platform Robustness in Extended Operation. DSN (2007)
Wilfried Steiner, Michael Paulitsch, Hermann Kopetz
The TTA's Approach to Resilience after Transient Upsets. Real Time Syst. 32 (3) (2006)
Wilfried Elmenreich, Wolfgang Haidinger, Hermann Kopetz, Thomas Losert, Roman Obermaisser, Michael Paulitsch, Philipp Peti
A standard for real-time smart transducer interface. Comput. Stand. Interfaces 28 (6) (2006)
Brendan Hall, Kevin Driscoll, Michael Paulitsch, Samar Dajani-Brown
Ringing out Fault Tolerance. A New Ring Network for Superior Low-Cost Dependability. DSN (2005)
Michael Paulitsch, Jennifer Morris, Brendan Hall, Kevin Driscoll, Elizabeth Latronico, Philip Koopman
Coverage and the Use of Cyclic Redundancy Codes in Ultra-Dependable Systems. DSN (2005)
Wilfried Steiner, Michael Paulitsch, Hermann Kopetz
Multiple Failure Correction in the Time-Triggered Architecture. WORDS Fall (2003)
Michael Paulitsch, Wilfried Steiner
Fault-Tolerant Clock Synchronization for Embedded Distributed Multi-Cluster Systems. ECRTS (2003)
Wilfried Steiner, Michael Paulitsch
The Transition from Asynchronous to Synchronous System Operation: An Approach for Distributed Fault-Tolerant Systems. ICDCS (2002)
Günther Bauer, Michael Paulitsch
An Investigation of Membership and Clique Avoidance in TTP/C. SRDS (2000)