ConceptVAE: Self-Supervised Fine-Grained Concept Disentanglement from 2D Echocardiographies

Authors: Ciusdel, Costin F., Serban, Alex, Passerini, Tiziano

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2502.01335

Generative 3D Cardiac Shape Modelling for In-Silico Trials

Authors: Gasparovici, Andrei, Serban, Alex

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Electrical Engineering and Systems Science - Image and Video Processing

Access URL: http://arxiv.org/abs/2409.16058

Deep Learning Based Detection of Collateral Circulation in Coronary Angiographies

Authors: Hatfaludi, Cosmin-Andrei, Bunescu, Daniel, Ciusdel, Costin Florian, Serban, Alex, Bose, Karl, Oppel, Marc, Schroder, Stephanie, Seehase, Christopher, Langer, Harald F., Erdmann, Jeanette, Nording, Henry, Itu, Lucian Mihai

Source: 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS) CBMS Computer-Based Medical Systems (CBMS), 2023 IEEE 36th International Symposium on. :886-891 Jun, 2023

Relation: 2023 IEEE 36th International Symposium on Computer-Based Medical Systems (CBMS)

Adapting Software Architectures to Machine Learning Challenges

Authors: Serban, Alex, Visser, Joost

Source: 2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER) SANER Software Analysis, Evolution and Reengineering (SANER),2022 IEEE International Conference on. :152-163 Mar, 2022

Relation: 2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER)

Practices for Engineering Trustworthy Machine Learning Applications

Authors: Serban, Alex, van der Blom, Koen, Hoos, Holger, Visser, Joost

Source: 2021 IEEE/ACM 1st Workshop on AI Engineering - Software Engineering for AI (WAIN) WAIN AI Engineering - Software Engineering for AI (WAIN), 2021 IEEE/ACM 1st Workshop on. :97-100 May, 2021

Relation: 2021 IEEE/ACM 1st Workshop on AI Engineering - Software Engineering for AI (WAIN)

Adapting Software Architectures to Machine Learning Challenges

Authors: Serban, Alex, Visser, Joost

Subject Terms: Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2105.12422

Deep Repulsive Prototypes for Adversarial Robustness

Authors: Serban, Alex, Poll, Erik, Visser, Joost

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2105.12427

Learning to Learn from Mistakes: Robust Optimization for Adversarial Noise

Authors: Serban, Alex, Poll, Erik, Visser, Joost

Subject Terms: Computer Science - Machine Learning, Computer Science - Computer Vision and Pattern Recognition, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/2008.05247

GraphRepo: Fast Exploration in Software Repository Mining

Authors: Serban, Alex, Bruntink, Magiel, Visser, Joost

Subject Terms: Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2008.04884

Adversarial Examples on Object Recognition: A Comprehensive Survey

Authors: Serban, Alex, Poll, Erik, Visser, Joost

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2008.04094

Towards Using Probabilistic Models to Design Software Systems with Inherent Uncertainty

Authors: Serban, Alex, Poll, Erik, Visser, Joost

Subject Terms: Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2008.03046

Adoption and Effects of Software Engineering Best Practices in Machine Learning

Authors: Serban, Alex, van der Blom, Koen, Hoos, Holger, Visser, Joost

Subject Terms: Computer Science - Software Engineering

Access URL: http://arxiv.org/abs/2007.14130

Software engineering practices for machine learning — Adoption, effects, and team assessment

Authors: Serban, Alex, van der Blom, Koen, Hoos, Holger, Visser, Joost

Source: In The Journal of Systems & Software March 2024 209

Adversarial Machine Learning

Authors: Hernández-Castro, Carlos Javier, Liu, Zhuoran, Serban, Alex, Tsingenopoulos, Ilias, Joosen, Wouter

Source: Lecture notes in computer science. 13049:287-312

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN629122150&indx=1&recIds=ETOCRN629122150

Bridging the Gap

Authors: SERBAN, ALEX LEO

Source: Film Comment, 2011 Jan 01. 47(1), 12-13.

Access URL: https://www.jstor.org/stable/43458722

Adversarial Examples on Object Recognition: A Comprehensive Survey.

Authors: SERBAN, ALEX¹ a.serban@cs.ru.nl, POLL, ERIK¹ erikpoll@cs.ru.nl, VISSER, JOOST² j.m.w.visser@liacs.leidenuniv.nl

Source: ACM Computing Surveys. May2021, Vol. 53 Issue 3, p1-38. 38p.

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