Utku Ozbulak

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 19

Top Topics

Discriminative Training

Image Segmentation

Activity Recognition

Top Venues

Comput. Vis. Image Underst.

Publications

Hyun Jung Lee, Utku Ozbulak, Homin Park, Stephen Depuydt, Wesley De Neve, Joris Vankerschaver
Assessing the reliability of point mutation as data augmentation for deep learning with genomic data. BMC Bioinform. 25 (1) (2024)
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, 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. Trans. Mach. Learn. Res. 2023 (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)