27 April, 2022
27th April 2022 @ 11:00 – 13:00 UTC (14:00 – 16:00 KSA)
In this tutorial, we will explain the theory behind blind-spot networks and how these can be used in a self-supervised manner, removing any requirement of clean-noisy training data pairs. We will deep dive into how the original methodologies for random noise can be adapted to handle realistic noise in seismic data, both pseudo-random noise and structured noise. Furthermore, each sub-topic presented will be followed by a live, code-along session such that all participants will be able to recreate the work shown and can afterwards apply it to their own use cases.