Multi-degradation-adaptation network for fundus image enhancement with degradation representation learning.
Medical Image Anal., 2024
Towards Single Source Domain Generalisation in Trajectory Prediction: A Motion Prior based Approach.
Proceedings of the Conference on Lifelong Learning Agents, 2023
Online Domain Adaptation for Occupancy Mapping.
Proceedings of the Robotics: Science and Systems XVI, 2020
Sparse Spectrum Warped Input Measures for Nonstationary Kernel Learning.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Periodic Kernel Approximation by Index Set Fourier Series Features.
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019
Black Box Quantiles for Kernel Learning.
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
Index Set Fourier Series Features for Approximating Multi-dimensional Periodic Kernels.
CoRR, 2018
Automorphing Kernels for Nonstationarity in Mapping Unstructured Environments.
Proceedings of the 2nd Annual Conference on Robot Learning, 2018
Fourier Feature Approximations for Periodic Kernels in Time-Series Modelling.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018