MP
Michael Paulitsch
cs.CVcs.AIcs.LGcs.RObrain-inspired computationCIFARcs.ARcs.DCcs.GReess.IV
On Valency
published · living versionsW_sxbcxvka·v1 · currentpublished
A Low-cost Strategic Monitoring Approach for Scalable and Interpretable Error Detection in Deep Neural Networks
with Florian Geissler, Syed Qutub, Karthik Pattabiraman
1 version
Preprints & journals
25 papers in the corpus · 2020–2026KernelFoundry: Hardware-aware evolutionary GPU kernel optimization2603.12440v2 · Nina Wiedemann, Quentin Leboutet, Michael Paulitsch et al.2026 · 0 citationsProceedings of the 43rd International Conference on Machine Learning (ICML 2026)
HoloScene: Simulation-Ready Interactive 3D Worlds from a Single Video2510.05560v1 · Hongchi Xia, Chih-Hao Lin, Hao-Yu Hsu et al.2025 · 1 citationarXiv
Unifi3D: A Study on 3D Representations for Generation and Reconstruction in a Common Framework2509.02474v1 · Nina Wiedemann, Sainan Liu, Quentin Leboutet et al.2025 · 0 citationsarXiv
Stochastic Modeling of Road Hazards on Intersections and their Effect on Safety of Autonomous Vehicles2506.02688v1 · Peter Popov, Lorenzo Strigini, Cornelius Buerkle et al.2025 · 0 citationsarXiv
PBR-SR: Mesh PBR Texture Super Resolution from 2D Image Priors2506.02846v1 · Yujin Chen, Yinyu Nie, Benjamin Ummenhofer et al.2025 · 0 citationsarXiv
ConDo: Continual Domain Expansion for Absolute Pose Regression2412.13452v1 · Zijun Li, Zhipeng Cai, Bochun Yang et al.2024 · 0 citationsarXiv
RoMeO: Robust Metric Visual Odometry2412.11530v3 · Junda Cheng, Zhipeng Cai, Zhaoxing Zhang et al.2024 · 0 citationsarXiv
Situation Monitor: Diversity-Driven Zero-Shot Out-of-Distribution Detection using Budding Ensemble Architecture for Object Detection2406.03188v1 · Qutub Syed, Michael Paulitsch, Korbinian Hagn et al.2024 · 2 citationsarXiv
Global Clipper: Enhancing Safety and Reliability of Transformer-based Object Detection Models2406.03229v4 · Qutub Syed Sha, Michael Paulitsch, Karthik Pattabiraman et al.2024 · 0 citationsarXiv
L-MAGIC: Language Model Assisted Generation of Images with Coherence2406.01843v1 · Zhipeng Cai, Matthias Mueller, Reiner Birkl et al.2024 · 7 citationsarXiv
Mesh2NeRF: Direct Mesh Supervision for Neural Radiance Field Representation and Generation2403.19319v2 · Yujin Chen, Yinyu Nie, Benjamin Ummenhofer et al.2024 · 1 citationarXiv
Fully-fused Multi-Layer Perceptrons on Intel Data Center GPUs2403.17607v1 · Kai Yuan, Christoph Bauinger, Xiangyi Zhang et al.2024 · 1 citationarXiv
LDM3D-VR: Latent Diffusion Model for 3D VR2311.03226v1 · Gabriela Ben Melech Stan, Diana Wofk, Estelle Aflalo et al.2023 · 2 citationsarXiv
A Low-cost Strategic Monitoring Approach for Scalable and Interpretable Error Detection in Deep Neural Networks2310.20349v1 · Florian Geissler, Syed Qutub, Michael Paulitsch et al.2023 · 8 citationsIn: Guiochet, J., Tonetta, S., Bitsch, F. (eds) Computer Safety, Reliability, and Security. SAFECOMP 2023. Lecture Notes in Computer Science, vol 14181. Springer, Chamon Valency
Large-Scale Application of Fault Injection into PyTorch Models -- an Extension to PyTorchFI for Validation Efficiency2310.19449v1 · Ralf Graafe, Qutub Syed Sha, Florian Geissler et al.2023 · 7 citationsarXiv
Gradient-based feature-attribution explainability methods for spiking neural networks.37829721 · Bitar, Ammar, Rosales, Rafael, Paulitsch, Michael2023 · 11 citationsFrontiers in neuroscience. 2023;17:1153999
BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture2309.08036v4 · Syed Sha Qutub, Neslihan Kose, Rafael Rosales et al.2023 · 0 citationsarXiv
Envisioning a Safety Island to Enable HPC Devices in Safety-Critical Domains2307.11940v1 · Jaume Abella, Francisco J. Cazorla, Sergi Alcaide et al.2023 · 1 citationarXiv
Exploring Resiliency to Natural Image Corruptions in Deep Learning using Design Diversity2303.09283v1 · Rafael Rosales, Pablo Munoz, Michael Paulitsch2023 · 1 citationarXiv
Evaluation of Confidence-based Ensembling in Deep Learning Image Classification2303.03185v1 · Rafael Rosales, Peter Popov, Michael Paulitsch2023 · 1 citationarXiv
Reliable Multimodal Trajectory Prediction via Error Aligned Uncertainty Optimization2212.04812v1 · Neslihan Kose, Ranganath Krishnan, Akash Dhamasia et al.2022 · 4 citationsarXiv
Hardware faults that matter: Understanding and Estimating the safety impact of hardware faults on object detection DNNs2209.03225v1 · Syed Qutub, Florian Geissler, Yang Peng et al.2022 · 8 citationsarXiv
Fault-Tolerant Perception for Automated Driving A Lightweight Monitoring Approach2111.12360v1 · Cornelius Buerkle, Florian Geissler, Michael Paulitsch et al.2021 · 9 citationsarXiv
Towards a Safety Case for Hardware Fault Tolerance in Convolutional Neural Networks Using Activation Range Supervision2108.07019v1 · Florian Geissler, Syed Qutub, Sayanta Roychowdhury et al.2021 · 10 citationsProceedings of the Workshop on Artificial Intelligence Safety 2021
A Plausibility-based Fault Detection Method for High-level Fusion Perception Systems2009.14756v1 · Florian Geissler, Alex Unnervik, Michael Paulitsch2020 · 19 citationsIEEE Open Journal of Intelligent Transportation Systems (OJ-ITS), 2020
Career total: 122 works. 25 are in this corpus.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.