10 citations · 10 across the 3 of their papers we have counts for
3 papers
Explaining Deep Models through Forgettable Learning Dynamics
Ryan Benkert, Oluwaseun Joseph Aribido, Ghassan AlRegib
Even though deep neural networks have shown tremendous success in countless applications, explaining model behaviour or predictions is an open research problem. In this paper, we a…
Self-Supervised Delineation of Geological Structures using Orthogonal Latent Space Projection
Oluwaseun Joseph Aribido, Ghassan AlRegib, Yazeed Alaudah
We developed two machine learning frameworks that could assist in automated litho-stratigraphic interpretation of seismic volumes without any manual hand labeling from an experienc…
Self-Supervised Annotation of Seismic Images using Latent Space Factorization
Oluwaseun Joseph Aribido, Ghassan AlRegib, Mohamed Deriche
Annotating seismic data is expensive, laborious and subjective due to the number of years required for seismic interpreters to attain proficiency in interpretation. In this paper,…