Continual learning with hypernetworks J von Oswald, C Henning, BF Grewe, J Sacramento International Conference on Learning Representations, 2020 | 401 | 2020 |
Posterior Meta-Replay for Continual Learning C Henning, MR Cervera, F D'Angelo, J von Oswald, R Traber, B Ehret, ... Conference on Neural Information Processing Systems, 2021 | 57 | 2021 |
Estimating the information gap between textual and visual representations C Henning, R Ewerth International Journal of Multimedia Information Retrieval 7 (1), 43-56, 2018 | 43 | 2018 |
Continual Learning in Recurrent Neural Networks B Ehret, C Henning, MR Cervera, A Meulemans, J von Oswald, BF Grewe International Conference on Learning Representations, 2021 | 36 | 2021 |
Neural networks with late-phase weights J von Oswald, S Kobayashi, A Meulemans, C Henning, BF Grewe, ... International Conference on Learning Representations, 2021 | 35 | 2021 |
Approximating the Predictive Distribution via Adversarially-Trained Hypernetworks C Henning, J von Oswald, J Sacramento, ... | 24 | 2018 |
Continual learning in recurrent neural networks with hypernetworks B Ehret, C Henning, MR Cervera, A Meulemans, J Von Oswald, BF Grewe arXiv preprint arXiv:2006.12109, 2020 | 15 | 2020 |
On out-of-distribution detection with Bayesian neural networks F D'Angelo, C Henning https://arxiv.org/abs/2110.06020, 2021 | 13* | 2021 |
Are Bayesian neural networks intrinsically good at out-of-distribution detection? C Henning, F D'Angelo, BF Grewe Workshop on Uncertainty & Robustness in Deep Learning (ICML), 2021 | 13 | 2021 |
Uncertainty estimation under model misspecification in neural network regression MR Cervera, R Dätwyler, F D'Angelo, von, H Keurti, BF Grewe, C Henning Workshop Your Model Is Wrong: Robustness and Misspecification in …, 2021 | 6 | 2021 |
Population-level coding of avoidance learning in medial prefrontal cortex B Ehret, R Boehringer, EA Amadei, MR Cervera, C Henning, AR Galgali, ... Nature Neuroscience, 1-11, 2024 | 2 | 2024 |
Population-level neural correlates of flexible avoidance learning in medial prefrontal cortex B Ehret, R Boehringer, EA Amadei, MR Cervera, C Henning, A Galgali, ... bioRxiv, 2022.12. 31.522384, 2023 | | 2023 |
Knowledge uncertainty and lifelong learning in neural systems C Henning ETH Zürich, 2022 | | 2022 |
Estimating the Information Gap between Textual and Graphical Representations C Henning, R Ewerth Leibniz Universität Hannover, 2017 | | 2017 |