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eess.IV2021
Ada-VSR: Adaptive Video Super-Resolution with Meta-Learning
Akash Gupta, Padmaja Jonnalagedda, Bir Bhanu +1
Most of the existing works in supervised spatio-temporal video super-resolution (STVSR) heavily rely on a large-scale external dataset consisting of paired low-resolution low-frame…
eess.IV2020
SAGE: Sequential Attribute Generator for Analyzing Glioblastomas using Limited Dataset
Padmaja Jonnalagedda, Brent Weinberg, Jason Allen +3
While deep learning approaches have shown remarkable performance in many imaging tasks, most of these methods rely on availability of large quantities of data. Medical image data,…