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cs.LG2023
Transferability of Convolutional Neural Networks in Stationary Learning Tasks
Damian Owerko, Charilaos I. Kanatsoulis, Jennifer Bondarchuk +2
Recent advances in hardware and big data acquisition have accelerated the development of deep learning techniques. For an extended period of time, increasing the model complexity h…
cs.LG2023
Solving Large-scale Spatial Problems with Convolutional Neural Networks
Damian Owerko, Charilaos I. Kanatsoulis, Alejandro Ribeiro
Over the past decade, deep learning research has been accelerated by increasingly powerful hardware, which facilitated rapid growth in the model complexity and the amount of data i…