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Yvan Saeys

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Bart Goossens

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Publications

2024
[j39]
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  - journals/pami/PeckGS24
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  - https://dblp.org/rec/journals/pami/PeckGS24
Jonathan Peck, Bart Goossens, Yvan Saeys:
An Introduction to Adversarially Robust Deep Learning. IEEE Trans. Pattern Anal. Mach. Intell. 46(4): 2071-2090 (2024)
2020
[j33]
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  - journals/ijon/PeckGS20
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Jonathan Peck, Bart Goossens, Yvan Saeys:
Detecting adversarial manipulation using inductive Venn-ABERS predictors. Neurocomputing 416: 202-217 (2020)
[i7]
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  dblp key:
  - journals/corr/abs-2007-03198
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Utku Ozbulak, Jonathan Peck, Wesley De Neve, Bart Goossens, Yvan Saeys, Arnout Van Messem:
Regional Image Perturbation Reduces L_p Norms of Adversarial Examples While Maintaining Model-to-model Transferability. CoRR abs/2007.03198 (2020)
2019
[c38]
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  - electronic edition @ ceur-ws.org (open access)
  - no references & citations available
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  dblp key:
  - conf/bnaic/PeckGS19
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Jonathan Peck, Bart Goossens, Yvan Saeys:
Calibrated Multi-Probabilistic Prediction as a Defense against Adversarial Attacks. BNAIC/BENELEARN 2019
[c37]
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  - conf/bnaic/PeckGS19a
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Jonathan Peck, Bart Goossens, Yvan Saeys:
Calibrated Multi-probabilistic Prediction as a Defense Against Adversarial Attacks. BNAIC/BENELEARN (Selected Papers) 2019: 85-125
[c35]
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  - electronic edition @ esann.org (open access)
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  - conf/esann/PeckGS19
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Jonathan Peck, Bart Goossens, Yvan Saeys:
Detecting adversarial examples with inductive Venn-ABERS predictors. ESANN 2019
2017
[c30]
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  - conf/nips/PeckRGS17
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Jonathan Peck, Joris Roels, Bart Goossens, Yvan Saeys:
Lower bounds on the robustness to adversarial perturbations. NIPS 2017: 804-813
2016
[c29]
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  dblp key:
  - conf/acivs/RoelsVSGP16
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Joris Roels, Jonas De Vylder, Yvan Saeys, Bart Goossens, Wilfried Philips:
Decreasing Time Consumption of Microscopy Image Segmentation Through Parallel Processing on the GPU. ACIVS 2016: 147-159

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