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Fabio Arnéz

A Comparison of Uncertainty Estimation Approaches in Deep Learning Components for Autonomous Vehicle Applications
2020 · Arnez, Fabio, Espinoza, Huascar, et al. · arXiv (Cornell University) · 24
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Towards Dependable Autonomous Systems Based on Bayesian Deep Learning Components
2022 · Fabio Arnez, Huascar Espinoza, et al. · European Dependable Computing Conference · 8
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Towards an Ontological Methodology for Dynamic Dependability Management of Unmanned Aerial Vehicles
2023 · Guillaume Ollier, Fabio Arnez, et al. · 5
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Improving Robustness of Deep Neural Networks for Aerial Navigation by Incorporating Input Uncertainty
2021 · Fabio Arnez, Huascar Espinoza, et al. · Lecture notes in computer science · 4
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SRESLi: SMART RENEWABLE ENERGY STREET LIGHTING SYSTEM
2019 · Fabiana Cañipa, Fabio Arnez, et al. · Revista Investigación & Desarrollo · 4
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Skeptical Dynamic Dependability Management for Automated Systems
2022 · Fabio Arnez, Guillaume Ollier, et al. · Euromicro Conference on Digital System Design (DSD) · 2
Quantifying and Using System Uncertainty in UAV Navigation
2022 · Arnez, Fabio, Radermacher, Ansgar, et al. · arXiv (Cornell University) · 2
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Less Precise Can Be More Reliable: A Systematic Evaluation of Quantization's Impact on VLMs Beyond Accuracy
2025 · Bouguerra, Aymen, Montoya, Daniel, et al. · arXiv (Cornell University) · 1
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PhysAI: An architecture for situated physical judgement
2026 · Agrafiotis, Ioannis, Alexopoulos, Kosmas, et al. · Publication Server of FIR e. V. an der RWTH Aachen
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The SIGReg Objective as Variational Free Energy: A Theoretical Active-Inference Account of JEPA World Models
2026 · Arnez, Fabio, Gomez-Villa, Alexandra · arXiv (Cornell University)
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FedSALAT: Adaptive Buffer-Based Active Learning for Federated Data Streams
2026 · Prajit T Rajendran, Fabio Arnez, et al.
Digital Twins and World Models: A Systematic Taxonomic Disambiguation
2026 · Suri, Kunal, Arnez, Fabio · HAL (Le Centre pour la Communication Scientifique Directe)
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Digital Twins and World Models: A Systematic Taxonomic Disambiguation
2026 · Suri, Kunal, Arnez, Fabio · Zenodo (CERN European Organization for Nuclear Research)
Oracle-Guided Soft Shielding for Safe Move Prediction in Chess
2026 · Rajendran, Prajit T, Arnez, Fabio, et al. · arXiv (Cornell University)
Oracle-Guided Soft Shielding for Safe Move Prediction in Chess
2026 · Rajendran, Prajit T, Arnez, Fabio, et al. · arXiv (Cornell University)
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Digital Twins and World Models: A Systematic Taxonomic Disambiguation
2026 · Kunal Suri, Fabio Arnez · Lecture notes in business information processing
Digital Twins and World Models A Systematic Taxonomic Disambiguation
2026 · Kunal Suri, Arnez, Fabio
Oracle-Guided Soft Shielding for Safe Move Prediction in Chess
2025 · Prajit T Rajendran, Fabio Arnez, et al. · International Conference on Machine Learning and Applications
FindMeIfYouCan: Bringing Open Set metrics to near, far and farther Out-of-Distribution Object detection
2025 · Montoya, Daniel, Bouguerra, Aymen, et al. · HAL (Le Centre pour la Communication Scientifique Directe)
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FindMeIfYouCan: Bringing Open Set metrics to $\textit{near} $, $ \textit{far} $ and $\textit{farther}$ Out-of-Distribution Object Detection
2025 · Montoya, Daniel, Bouguerra, Aymen, et al. · arXiv (Cornell University)
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Latent Representation Entropy Density for Distribution Shift Detection
2024 · Arnez, Fabio, Montoya Vasquez, Daniel Alfonso, et al. · HAL (Le Centre pour la Communication Scientifique Directe)
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Out-of-Distribution Detection Using Deep Neural Network Latent Space Uncertainty
2023 · Arnez, Fabio, Radermacher, Ansgar, et al. · HAL (Le Centre pour la Communication Scientifique Directe)
Design Considerations of an Unmanned Aerial Vehicle for Aerial Filming
2022 · Casazola, Dennis, Arnez, Fabio, et al. · arXiv (Cornell University)
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Virms: a Vehicle Information and Road Monitoring System
2015 · Fabio Arnéz, Alex Villazón · Revista Investigación & Desarrollo
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Virms: a Vehicle Information and Road Monitoring System
2014 · Fabio Arnéz, Alex Villazón · DOAJ (DOAJ: Directory of Open Access Journals)
Works count: 29
Citation count: 50
H-index: 4
I10-index: 1
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