11 citations · 11 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Unified Framework for Pre-trained Neural Network Compression via Decomposition and Optimized Rank Selection
Ali Aghababaei-Harandi, Massih-Reza Amini
Despite their high accuracy, complex neural networks demand significant computational resources, posing challenges for deployment on resource constrained devices such as mobile pho…
cs.LG2022★ 11 cited
Conditional Injective Flows for Bayesian Imaging
AmirEhsan Khorashadizadeh, Konik Kothari, Leonardo Salsi +3
Most deep learning models for computational imaging regress a single reconstructed image. In practice, however, ill-posedness, nonlinearity, model mismatch, and noise often conspir…