2 papers
cs.LG2026
Tunable Domain Adaptation Using Unfolding
Snehaa Reddy, Jayaprakash Katual, Satish Mulleti
Machine learning models often struggle to generalize across domains with varying data distributions, such as differing noise levels, leading to degraded performance. Traditional st…
eess.IV2025
Dictionary-Based Deblurring for Unpaired Data
Alok Panigrahi, Jayaprakash Katual, Satish Mulleti
Effective image deblurring typically relies on large and fully paired datasets of blurred and corresponding sharp images. However, obtaining such accurately aligned data in the rea…