MIMMO: Multi-Input Massive Multi-Output Neural Network

M Ferianc, M Rodrigues - … of the IEEE/CVF Conference on …, 2023 - openaccess.thecvf.com
Neural networks (NNs) have achieved superhuman accuracy in multiple tasks, but NNs
predictions' certainty is often debatable, especially if confronted with out of training …

SAE: Single Architecture Ensemble Neural Networks

M Ferianc, H Fan, M Rodrigues - arXiv preprint arXiv:2402.06580, 2024 - arxiv.org
Ensembles of separate neural networks (NNs) have shown superior accuracy and
confidence calibration over single NN across tasks. Recent methods compress ensembles …