Exploration and preference satisfaction trade-off in reward-free learning N Sajid, P Tigas, A Zakharov, Z Fountas, K Friston ICML 2021 Workshop on Unsupervised Reinforcement Learning, 2021 | 21 | 2021 |
Geometric deep learning for post-menstrual age prediction based on the neonatal white matter cortical surface V Vosylius, A Wang, C Waters, A Zakharov, F Ward, L Le Folgoc, J Cupitt, ... Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and …, 2020 | 15 | 2020 |
Episodic memory for subjective-timescale models A Zakharov, M Crosby, Z Fountas ICML 2021 Workshop on Unsupervised Reinforcement Learning, 2021 | 12* | 2021 |
Variational predictive routing with nested subjective timescales A Zakharov, Q Guo, Z Fountas International Conference on Learning Representations (ICLR 2022), 2022 | 9 | 2022 |
Long-horizon video prediction using a dynamic latent hierarchy A Zakharov, Q Guo, Z Fountas arXiv preprint arXiv:2212.14376, 2022 | 2 | 2022 |
Bayesian sense of time in biological and artificial brains Z Fountas, A Zakharov TIME AND SCIENCE: Volume 2: Life Sciences, 2023 | 1 | 2023 |
Modelling non-reinforced preferences using selective attention N Sajid, P Tigas, Z Fountas, Q Guo, A Zakharov, L Da Costa CoLLAs 2022, 2022 | 1 | 2022 |