2026
Distributional Consistency Loss: Beyond Pointwise Data Terms in Inverse Problems
ICLR 2026poster
Recovering true signals from noisy measurements is a central challenge in inverse problems spanning medical imaging, geophysics, and signal processing. Current solutions nearly always balance prior assumptions regarding the true signal (regularization) with agreement to noisy measured data (data-fid…