news
| Feb 25, 2025 | 📝 New paper accepted at CPAL 2025. [PDF] Mathias Schmolli, Maximilian Baronig, Robert Legenstein, and Ozan Özdenizci, “Adversarially robust spiking neural networks with sparse connectivity”, Conference on Parsimony and Learning (CPAL), 2025. |
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| Jan 23, 2025 | 📝 New paper published at ICLR 2025. [PDF / Code] Ozan Özdenizci, Elmar Rueckert and Robert Legenstein, “Privacy-aware lifelong learning”, International Conference on Learning Representations (ICLR), 2025. |
| Dec 09, 2024 | I will be serving as Area Chair for ICML 2025. |
| May 27, 2024 | 📝 New paper published at ECML-PKDD 2024. [PDF / Code] Jasmin Viktoria Gritsch, Robert Legenstein and Ozan Özdenizci, “Preserving real-world robustness of neural networks under sparsity constraints”, European Conference on Machine Learning and Knowledge Discovery in Databases (ECML-PKDD), 2024. |
| Apr 12, 2024 | 📝 New paper published at TMLR 2024. [PDF / Code] Ozan Özdenizci and Robert Legenstein, “Adversarially robust spiking neural networks through conversion”, Transactions on Machine Learning Research (TMLR), 2024. |
| Nov 29, 2023 | 📝 New paper published at IEEE TNNLS 2023. [PDF / Code] Thomas Limbacher, Ozan Özdenizci and Robert Legenstein, “Memory-dependent computation and learning in spiking neural networks through Hebbian plasticity”, IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023. |
| Nov 21, 2023 | Listed among the Top Reviewers (top 10%) at NeurIPS 2023. |
| Jun 29, 2023 | Became an ELLIS member and a member of the ELLIS Unit Graz. |
| Jun 05, 2023 | Invited talk at the Austrian Computer Science Day 2023: “Building Robustness into Embedded Machine Intelligence”. |
| Jan 14, 2023 | 📝 New paper published at IEEE TPAMI 2023. [PDF / Code] Ozan Özdenizci and Robert Legenstein, “Restoring vision in adverse weather conditions with patch-based denoising diffusion models”, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023. |
| Jul 13, 2022 | Received an Outstanding Reviewer Award (top 10%) at ICML 2022. |
| Apr 22, 2022 | Listed among the Highlighted Reviewers (top 10%) at ICLR 2022. |
| Mar 02, 2022 | 📝 Paper accepted at CVPR 2022 for an oral presentation. [PDF / Code] Ozan Özdenizci and Robert Legenstein, “Improving robustness against stealthy weight bit-flip attacks by output code matching”, CVPR 2022. |
| Oct 15, 2021 | Received an Outstanding Reviewer Award (top 8%) in NeurIPS 2021. |
| Jul 22, 2021 | 📝 New paper presented at ICML 2021. [PDF / Code / Spotlight] Ozan Özdenizci and Robert Legenstein, “Training adversarially robust sparse networks via Bayesian connectivity sampling”, ICML 2021. |