Search Results for author: Praveen Kumar Pokala

Found 6 papers, 0 papers with code

Learning Generative Prior with Latent Space Sparsity Constraints

no code implementations25 May 2021 Vinayak Killedar, Praveen Kumar Pokala, Chandra Sekhar Seelamantula

We also consider the effect of the dimension of the latent space and the sparsity factor in validating the SDLSS framework.

Compressive Sensing Meta-Learning +1

NuSPAN: A Proximal Average Network for Nonuniform Sparse Model -- Application to Seismic Reflectivity Inversion

no code implementations1 May 2021 Swapnil Mache, Praveen Kumar Pokala, Kusala Rajendran, Chandra Sekhar Seelamantula

We solve the problem of sparse signal deconvolution in the context of seismic reflectivity inversion, which pertains to high-resolution recovery of the subsurface reflection coefficients.

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