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Utku Ozbulak
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 17
Top Topics
Genomic Data
Activity Recognition
Learning Models
Image Segmentation
Top Venues
CoRR
BMVC
Comput. Vis. Image Underst.
MICCAI (2)
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Publications
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Utku Ozbulak
,
Hyun Jung Lee
,
Beril Boga
,
Esla Timothy Anzaku
,
Ho-min Park
,
Arnout Van Messem
,
Wesley De Neve
,
Joris Vankerschaver
Know Your Self-supervised Learning: A Survey on Image-based Generative and Discriminative Training.
CoRR
(2023)
Woowon Jang
,
Shiwoo Koak
,
Jiwon Im
,
Utku Ozbulak
,
Joris Vankerschaver
BRCA Gene Mutations in dbSNP: A Visual Exploration of Genetic Variants.
CoRR
(2023)
Utku Ozbulak
,
Solha Kang
,
Jasper Zuallaert
,
Stephen Depuydt
,
Joris Vankerschaver
Utilizing Mutations to Evaluate Interpretability of Neural Networks on Genomic Data.
CoRR
(2022)
Utku Ozbulak
,
Manvel Gasparyan
,
Shodhan Rao
,
Wesley De Neve
,
Arnout Van Messem
Exact Feature Collisions in Neural Networks.
CoRR
(2022)
Utku Ozbulak
,
Esla Timothy Anzaku
,
Wesley De Neve
,
Arnout Van Messem
Selection of Source Images Heavily Influences the Effectiveness of Adversarial Attacks.
BMVC
(2021)
Utku Ozbulak
,
Baptist Vandersmissen
,
Azarakhsh Jalalvand
,
Ivo Couckuyt
,
Arnout Van Messem
,
Wesley De Neve
Investigating the significance of adversarial attacks and their relation to interpretability for radar-based human activity recognition systems.
CoRR
(2021)
Utku Ozbulak
,
Esla Timothy Anzaku
,
Wesley De Neve
,
Arnout Van Messem
Selection of Source Images Heavily Influences the Effectiveness of Adversarial Attacks.
CoRR
(2021)
Utku Ozbulak
,
Maura Pintor
,
Arnout Van Messem
,
Wesley De Neve
Evaluating Adversarial Attacks on ImageNet: A Reality Check on Misclassification Classes.
CoRR
(2021)
Utku Ozbulak
,
Baptist Vandersmissen
,
Azarakhsh Jalalvand
,
Ivo Couckuyt
,
Arnout Van Messem
,
Wesley De Neve
Investigating the significance of adversarial attacks and their relation to interpretability for radar-based human activity recognition systems.
Comput. Vis. Image Underst.
202 (2021)
Utku Ozbulak
,
Jonathan Peck
,
Wesley De Neve
,
Bart Goossens
,
Yvan Saeys
,
Arnout Van Messem
Norms of Adversarial Examples While Maintaining Model-to-model Transferability.
CoRR
(2020)
Utku Ozbulak
,
Manvel Gasparyan
,
Wesley De Neve
,
Arnout Van Messem
Perturbation Analysis of Gradient-based Adversarial Attacks.
CoRR
(2020)
Utku Ozbulak
,
Manvel Gasparyan
,
Wesley De Neve
,
Arnout Van Messem
Perturbation analysis of gradient-based adversarial attacks.
Pattern Recognit. Lett.
135 (2020)
Utku Ozbulak
,
Arnout Van Messem
,
Wesley De Neve
Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation.
CoRR
(2019)
Utku Ozbulak
,
Arnout Van Messem
,
Wesley De Neve
Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation.
MICCAI (2)
(2019)
Utku Ozbulak
,
Arnout Van Messem
,
Wesley De Neve
Not All Adversarial Examples Require a Complex Defense: Identifying Over-optimized Adversarial Examples with IQR-based Logit Thresholding.
IJCNN
(2019)
Utku Ozbulak
,
Arnout Van Messem
,
Wesley De Neve
Not All Adversarial Examples Require a Complex Defense: Identifying Over-optimized Adversarial Examples with IQR-based Logit Thresholding.
CoRR
(2019)
Utku Ozbulak
,
Wesley De Neve
,
Arnout Van Messem
How the Softmax Output is Misleading for Evaluating the Strength of Adversarial Examples.
CoRR
(2018)