Interspace pruning: Using adaptive filter representations to improve training of sparse cnns P Wimmer, J Mehnert, A Condurache Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022 | 19 | 2022 |
Dimensionality reduced training by pruning and freezing parts of a deep neural network: a survey P Wimmer, J Mehnert, AP Condurache Artificial Intelligence Review 56 (12), 14257-14295, 2023 | 15 | 2023 |
Freezenet: Full performance by reduced storage costs P Wimmer, J Mehnert, A Condurache Proceedings of the Asian conference on computer vision, 2020 | 15 | 2020 |
COPS: Controlled pruning before training starts W Paul, M Jens, C Alexandru 2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021 | 6 | 2021 |
Method and apparatus for processing data associated with a neural network AP Condurache, JEM Mehnert, P Wimmer US Patent App. 17/948,976, 2023 | | 2023 |
Method for simplifying an artificial neural network AP Condurache, JEM Mehnert, P Wimmer US Patent App. 17/839,664, 2022 | | 2022 |
Energy-and memory-efficient training of neural networks AP Condurache, JEM Mehnert, P Wimmer US Patent App. 17/454,213, 2022 | | 2022 |