Showing stat.MLShow all
2 papers · 1 filter
stat.ML2026
Reconstruction-Aware Distribution Matching for Inverse Problems with Unpaired Data
Thomas Ryckeboer, Giacomo Meanti, Julien Mairal
Recovering the forward operator of an imaging system from unpaired data avoids both calibration hardware and the clean/degraded pairs that supervision requires-pairs that, for a re…
stat.ML2026
Non-Stationary Functional Bilevel Optimization
Jason Bohne, Ieva Petrulionyte, Michael Arbel +2
Functional bilevel optimization (FBO) provides a powerful framework for hierarchical learning in function spaces, yet current methods are limited to static offline settings and per…