Özdenizci, Ozan

8 publications

CPAL 2025 Adversarially Robust Spiking Neural Networks with Sparse Connectivity Mathias Schmolli, Maximilian Baronig, Robert Legenstein, Ozan Ozdenizci

TMLR 2025 Learning Robust Representations for Visual Reinforcement Learning via Task-Relevant Mask Sampling Vedant Dave, Ozan Özdenizci, Elmar Rueckert

ICLR 2025 Privacy-Aware Lifelong Learning Ozan Ozdenizci, Elmar Rueckert, Robert Legenstein

ECML-PKDD 2025 Sparsifying Instance Segmentation Models for Efficient Vision-Based Industrial Recycling Melanie Neubauer, Ozan Özdenizci, Justus H. Piater, Elmar Rueckert

TMLR 2024 Adversarially Robust Spiking Neural Networks Through Conversion Ozan Ozdenizci, Robert Legenstein

ECML-PKDD 2024 Preserving Real-World Robustness of Neural Networks Under Sparsity Constraints Jasmin Viktoria Gritsch, Robert Legenstein, Ozan Özdenizci

CVPR 2022 Improving Robustness Against Stealthy Weight Bit-Flip Attacks by Output Code Matching Ozan Özdenizci, Robert Legenstein

ICML 2021 Training Adversarially Robust Sparse Networks via Bayesian Connectivity Sampling Ozan Özdenizci, Robert Legenstein