Thomas Boquet

Uncertainty in Multitask Transfer Learning

2018 · arXiv (Cornell University)

Using variational Bayes neural networks, we develop an algorithm capable of accumulating knowledge into a prior from multiple different tasks. The result is a rich and meaningful prior capable of few-shot learning on new tasks. …