| Nispa: Neuro-inspired stability-plasticity adaptation for continual learning in sparse networks MB Gurbuz, C Dovrolis International Conference on Machine Learning (ICML 2022), 2022 | 49 | 2022 |
| Deep graph normalizer: a geometric deep learning approach for estimating connectional brain templates MB Gurbuz, I Rekik Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 34 | 2020 |
| MGN-Net: A multi-view graph normalizer for integrating heterogeneous biological network populations MB Gürbüz, I Rekik Medical Image Analysis 71, 102059, 2021 | 26 | 2021 |
| Class-incremental continual learning for general purpose healthcare models A Singh, MB Gurbuz, SS Gantha, P Jasti arXiv preprint arXiv:2311.04301, 2023 | 3 | 2023 |
| NICE: Neurogenesis Inspired Contextual Encoding for Replay-free Class Incremental Learning MB Gurbuz, JM Moorman, C Dovrolis Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024 | 2 | 2024 |
| System design for an integrated lifelong reinforcement learning agent for real-time strategy games I Sur, Z Daniels, A Rahman, K Faber, G Gallardo, T Hayes, C Taylor, ... Proceedings of the Second International Conference on AI-ML Systems, 1-9, 2022 | 2 | 2022 |
| SHARP: Sparsity and Hidden Activation RePlay for Neuro-Inspired Continual Learning MB Gurbuz, JM Moorman, C Dovrolis 2024 IEEE International Conference on Development and Learning (ICDL), 1-6, 2024 | | 2024 |
Constantine DovrolisProfessor of Computer Science, Georgia TechVerified email at cc.gatech.edu
